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Cell Stem Cell
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In Vivo Fate Mapping and Expression AnalysisReveals Molecular Hallmarksof Prospectively Isolated Adult Neural Stem CellsRuth Beckervordersandforth,1,10 Pratibha Tripathi,1,10 Jovica Ninkovic,1,4,10 Efil Bayam,1 Alexandra Lepier,4
Barbara Stempfhuber,1 Frank Kirchhoff,5,6 Johannes Hirrlinger,7 Anja Haslinger,2 D. Chichung Lie,2 Johannes Beckers,3,8
Bradley Yoder,9 Martin Irmler,3 and Magdalena Gotz1,4,*1Institute for Stem Cell Research2Research Group Adult Neural Stem Cells and Neurogenesis, Institute of Developmental Genetics3Institute of Experimental Genetics
Helmholtz Centre Munich German Research Centre for Environmental Health (GmbH), Ingolstadter Landstr.1,
85764 Neuherberg/Munich, Germany4Physiological Genomics, Medical Faculty, University of Munich, Schillerstr. 46, 80633 Munich, Germany5Department of Neurogenetics, Max Planck Institute of Experimental Medicine, 37075 Gottingen, Germany6DFG Research Centre for Molecular Physiology of the Brain, 37075 Gottingen, Germany7Carl-Ludwig-Institute for Physiology and N05 Neural Plasticity, Faculty of Medicine, University of Leipzig,Liebigstr. 21, 04103 Leipzig, Germany8Technical University Munich, Center of Life and Food Sciences Weihenstephan, 85354 Freising, Germany9University of Birmingham at Alabama, MCLM688, 1918 University Blvd, Birmingham, AL 35294, USA10These authors contributed equally to this work*Correspondence: [email protected]
DOI 10.1016/j.stem.2010.11.017
SUMMARY
Until now, limitations in theability toenrichadultNSCs(aNSCs) have hamperedmeaningful analysis of thesecells at the transcriptome level. Here we show viaa split-Cre technology that coincident activity of thehGFAP and prominin1 promoters is a hallmark ofaNSCs in vivo. Sorting of cells from the adult mousesubependymal zone (SEZ) based on their expressionof GFAP and prominin1 isolates all self-renewing,multipotent stem cells at high purity. Comparison ofthe transcriptome of these purified aNSCs to paren-chymal nonneurogenicastrocytesandotherSEZcellsreveals aNSC hallmarks, including neuronal lineagepriming and the importance of cilia- and Ca-depen-dent signaling pathways. Inducible deletion of theciliary protein IFT88 in aNSCs validates the role ofciliary function in aNSCs. Our work reveals candidatemolecular regulators for unique features of aNSCsand facilitates future selective analysis of aNSCs inother functional contexts, such as aging and injury.
INTRODUCTION
Thediscoveryofadult neurogenesisandneural stemcells (aNSCs)
has opened a novel field of research aiming to utilize these cells as
sources for repair. However, progress in the field has been
hampered by the limited knowledge about the molecular mecha-
nisms governing the unique properties of aNSCs as the source
of neurogenesis in the adult mammalian brain. Global molecular
analysis of this important cell type was not yet possible because
aNSCs could not be prospectively isolated. So far, aNSCs are en-
744 Cell Stem Cell 7, 744–758, December 3, 2010 ª2010 Elsevier Inc
riched as neurospheres in vitro (Reynolds et al., 1992; Richards
et al., 1992). However, neurosphere cells expanded in high
concentrations of EGF and FGF2 differ profoundly from their
in vivo counterparts, in regard to their fast proliferation (aNSCs
in vivo proliferate slowly), their predominant generation of glial
cells (aNSCs in vivo generate mostly neurons), and their expres-
sion of key fate determinants (Gabay et al., 2003; Hack et al.,
2005). Togain access to acutely isolated aNSCs, various attempts
have been used to enrich this population by fluorescence-acti-
vated cell sorting (FACS), but purification was either below 35%
(Basak and Taylor, 2007; Capela and Temple, 2002; Ciccolini
et al., 2005; Corti et al., 2007; Kawaguchi et al., 2001; Pastrana
et al., 2009) or the isolated fraction contained only a proportion
of the stem cells (Rietze et al., 2001). To overcome these limita-
tions, we aimed to improve the prospective isolation of aNSCs
by utilizing the knowledge about their glial identity and ciliated
nature (Chojnacki et al., 2009; Mirzadeh et al., 2008).
Cells expressing GFAP and GLAST are the source of adult
neurogenesis; they are able to self-renew in vivo (Ninkovic
et al., 2007) and give rise to multipotent neurospheres in vitro
(Garcia et al., 2004). Further analysis revealed that these cells
possess a radial glial-like morphology, are partially embedded
within the ependymal layer, and possess a cilium (Mirzadeh
et al., 2008), a morphology reminiscent of tanycytes (Chojnacki
et al., 2009). Conversely, multiciliated ependymal cells have
been found to be largely quiescent and rarely form self-renewing
neurospheres (Capela and Temple, 2002; Carlen et al., 2009;
Coskun et al., 2008). However, the delineation between radial
glia, tanycytes, and other ependymal cells is rather difficult
(Chojnacki et al., 2009) because it relies on a few markers that
are in fact nonexclusive, such as the Ca-binding protein
S100b, which is often used to identify ependymal cells (Coskun
et al., 2008) but is also present in astrocytes (see Figure S1
available online; Buffo et al., 2008). For the same reason,
.
hGFAP-GFP βcateninmerge
ac.tubulin prominin1/ac.tubulin merge prominin1prominin1/hGFAP-GFP
C C´ C´´ C´´´ C´´´´
prominin1hGFAP-GFP/prominin1merge
LV
A A´ A´´
B B´ B´´
Figure 1. Immunostainings of SEZ of Adult hGFAP-GFP Transgenic Mice
Confocal images taken at the ventricular surface of whole mounts (B,C) and of sagital sections (A) of adult SEZ.
(A–A00) hGFAP-GFP+/prominin1+ cell (circle) intercalating between the ependymal cells; arrow points at prominin1+ cilia. Cells expressing only hGFAP-GFP are
located beneath the ependymal layer (arrowhead).
(B–B00) b-catenin staining (red) shows pinwheel organization with a GFP+ cell with a small apical surface surrounded by GFP-negative ependymal cells (see also
Movie S1). DAPI is shown in blue; for movie of the confocal stack see also Movie S1.
(C–C00 00) GFP+ cell (small arrow) with a single short cilium (stained for acetylated tubulin [ac. tubulin]) shows prominin1 immunoreactivity at its tip (large arrow).
For additional analysis of SEZ cell populations, see also Figure S1. LV, lateral ventricle; scale bars represent 20 mm.
Cell Stem Cell
Transcriptome of Prospectively Isolated aNSCs
discrimination between radial glia-like stem cells and other niche
astrocytes was so far not possible. To overcome the limitation of
single markers to define a distinct neural cell type, we followed
a new dual-labeling strategy, which allowed us to reliably
discriminate between aNSCs, niche astrocytes, and ependymal
cells and thereby purify these cells for transcriptome analysis.
RESULTS AND DISCUSSION
hGFAP-GFP+/Prominin1+ Cells Fulfill Stem Cell CriteriaIn VivoWe hypothesized that aNSCs may be identified and sorted by
GFP driven by the GFAP promoter (hGFAP-GFP mice) (Nolte
Cel
et al., 2001) and the prominin1 protein (CD133 in human) that
is located on microvilli and cilia of radial glial cells during devel-
opment (Pinto et al., 2008; Weigmann et al., 1997). In adult
hGFAP-GFP mouse brains, all GFP-labeled cells in the dien-
cephalon are colocalizing with astroglial markers like GFAP
and S100b (Figures S1A and S1F). In the SEZ, most of the
GFP+ cells were located beneath the layer of ependymal cells
and were immunoreactive for GFAP (Figures S1A–S1A00, arrow).
We also noticed that some weakly GFP+ cells were neuroblasts
as revealed by double labeling with doublecortin (DCX) (about
20%; see Figures S1C–S1C00 0). Analyzing for prominin1 immuno-
reactivity, we found that most of the GFP-expressing cells were
not immunoreactive for prominin1 (Figures 1A–1A00, arrowheads;
l Stem Cell 7, 744–758, December 3, 2010 ª2010 Elsevier Inc. 745
hGFA
P-G
FPGFP BrdUmerge merge prominin1
A B B´´ B´´´B´
linker iCre aa 1-59
NCre -fusion
GCN4-ORF polyAhGFAP linker iCre aa 1-59
NCre -fusion
GCN4-ORF polyAlinker iCre aa 1-59
NCre -fusion
GCN4 -ORF polyAhGFAP
linker iCre aa 60-343
CCre -fusion
GCN4 -ORF polyAP2 linker iCre aa 60-343
CCre -fusion
GCN4 -ORF polyAP2
hGFAP-NCre containing lentivirus
P2-CCre containing lentivirus
C
SE
Z C
AG
CAT
GFP
GFP D D´
LV LV
DCX/GFP
SE
Z C
AG
CAT
GFP
DCX/GFP/DAPI DCXGFP
E´´E
LV
E´ E´´´
RM
S C
AG
CAT
GFP
DCXGFP
F F´
DCX/GFP/DAPI
F´´
3 month after injection
3 month after injection
10 days after injection
DCX+ 5% 30% 75%
SEZ/RMS
0% 10% nd
70% 20% 3%
10% 15% nd
15% 25% 12%
nd nd 0%
55%
nd
OB
0%
nd
0%
45%
Marker
Survival 3 days
SEZ/RMS
10 days
SEZ/RMS
3 months
DCX+ and BrdU+
GFAP+
BrdU+ (1 hrs pulse)
GFP+only
NeuN+
I J
OB
CA
G C
AT G
FP
DCX/GFP/DAPI GFPG G´ G´´ G´´´
OB
CA
G C
AT G
FP
DCX/GFP/DAPI GFP
H H´ H´´
DCX
Cell Stem Cell
Transcriptome of Prospectively Isolated aNSCs
746 Cell Stem Cell 7, 744–758, December 3, 2010 ª2010 Elsevier Inc.
Cell Stem Cell
Transcriptome of Prospectively Isolated aNSCs
hereinafter called hGFAP-GFP+only cells). Interestingly, we
observed some GFP-labeled processes intercalating into the
ependymal layer (arrow in Figure 1A0) in a characteristic
pinwheel-like organization (Figures 1B–1B00; Movie S1). These
cells never expressed DCX and the apical processes often
bore a single acetylated tubulin-positive cilium showing promi-
nin1 immunoreactivity especially at its tip (Figures 1C–1C00 0, largearrow), whereas the basal processes were often in contact with
blood vessels. Notably, these cells expressing both GFP and
prominin1 (referred to as hGFAP-GFP+/prominin1+) were few in
number, whereas the majority of prominin1-immunopositive
cells lining the ventricle were multiciliated and GFP negative
(Figures 1A and 1C), thereby resembling ependymal cells
(Coskun et al., 2008; Mirzadeh et al., 2008). Moreover, these
prominin1+/GFP� cells (hereinafter called prominin1+only cells)
expressed commonly used ependymal markers like S100b and
Wdr16. However, these proteins were also expressed in other
SEZ cell types as well as in parenchymal astrocytes (Figures
S1D–S1F), illustrating the difficulty of distinguishing ependymal
cells, aNSCs, and astrocytes by immunohistochemical
‘‘markers.’’ Consistent with this, we also observed weak expres-
sion of GFAP in multiciliated prominin1+only ependymal cells
(Figures S1B–S1B00; see also Platel et al., 2009). These results
suggest that cells with radial glia characteristics integrating
partially into the ependymal layer can be detected by combined
expression of hGFAP-GFP and prominin1.
To further examine whether the double-positive cells possess
the hallmarks of aNSCs, we first examined whether they are slow
dividing and hence retain S-phase DNA label (such as BrdU) as
previously described for aNSCs (Doetsch et al., 1999). Among
the BrdU-label-retaining cells (BrdU for 2 weeks, followed by
a 3 week BrdU-free ‘‘chase’’ period, n = 112), 70% ± 2% were
hGFAP-GFP+/prominin1+ and these cells also exhibited the
characteristic radial glia morphology integrated into the ependy-
mal layer (Figures 2A–2B00 0, arrowheads indicate radial glial
process and arrows prominin1+ cilia), demonstrating that this
double-positive population is indeed slow dividing in vivo.
Functionally, a key characteristic of aNSCs is their neurogenic
nature. To examine whether the hGFAP-GFP+/prominin1+ cells
contribute to adult neurogenesis, we took advantage of
a recently developed fate mapping technique to follow exclu-
sively the progeny of cells coexpressing two markers (‘‘split-
Cre’’) (Hirrlinger et al., 2009). This has been achieved by splitting
the Cre-recombinase into two fragments and fusing them to the
dimerizing GCN4-coiled coil domain yielding the N-terminal
Figure 2. hGFAP-GFP+/Prominin1+ Cells Are Label Retaining and Neur
(A–B00 0) Confocal images of a SEZ sagital section from adult hGFAP-GFP mice th
a GFP+ cell with prominin1+ cilia (red; arrows) that has retained BrdU (white; circle
the adjacent pictures.
(C) Schematic drawing of the split-Cre lentiviral constructs showing the N-termina
the C-terminal Cre fragment under control of the human P2 promoter (prominin1
(D–F) Confocal images taken 10 days after injection of the lentiviral vectors into th
DCX negative and had radial glia morphology (D, D0), or were DCX+ neuroblasts (E
double-positive cells in the RMS are depicted by red arrowheads. For specificity
(G and H) 3 months after injection of the lentiviral vectors, there are GFP+ cells in
(G–G00 0) and a GFP+ neuron integrated into the superficial layer (H–H00).(I) Schematic indicating the localization of GFP+ cells of three injected animals 3
(J) Table shows marker gene expression of the GFP+ cells in the SEZ, RMS, and
Scale bars represent 20 mm (A, B); 50 mm (D–F); and 100 mm (G and H). LV, later
Cel
NCre and the C-terminal CCre fragment (Figure 2C). Because
two different promoters control the expression of the two Cre
fragments, only cells coexpressing the two markers have func-
tional Cre-recombinase, and will therefore undergo the genomic
recombination and permanently express the reporter gene (Hirr-
linger et al., 2009). We adapted this system to label GFP+/
prominin1+ cells by cloning CCre behind the P2 element of the
human prominin1 promoter (hP2-CCre) (Coskun et al., 2008)
and NCre behind the human GFAP promoter (hGFAP-NCre)
into a FUGW lentiviral backbone (Lois et al., 2002) to achieve
expression of functional CCre::NCre dimers only in cells ex-
pressing from both promoters hGFAP and P2.
We first tested the lack of recombination mediated by each of
the Cre fragments alone and observed no GFP reporter+ cells
(Nakamura et al., 2006) in neurospheres transduced with either
construct (Figures S2B, S2C, S2E, and S2F), whereas successful
recombination and many GFP reporter+ cells were detected
upon cotransduction with both N- and C-terminal fragments
driven by the hGFAP or P2 promoter in neurosphere cultures
(Figures S2D and S2G). To examine these cells and their progeny
in vivo, we injected lentiviruses expressing the two Cre frag-
ments into the SEZ of reporter mice. Recombined GFP+ cells
were observed already 3 dpi (days postinjection) in the SEZ (Fig-
ure 2J), but only when both viral vectors were coinjected. At 3
dpi, the majority of reporter+ cells (96%) were restricted to the
SEZ and expressed GFAP (70%). Interestingly, some reporter-
positive SEZ cells had radial glia morphology, consistent with
previous suggestions of aNSCs having long radial processes
(Figure 2D; Chojnacki et al., 2009; Mirzadeh et al., 2008).
Although we observed more transit-amplifying cells (TAPs)
than neuroblasts at short times after injection, the proportion of
labeled neuroblasts increased in the SEZ (from 5% at 3 dpi to
30% at 10 dpi) (Figures 2E–2E00 0) and extended into the rostral
migratory stream (RMS) (Figures 2F–2F00), indicating that
hGFAP-GFP+/prominin1+ cells indeed contribute to neurogene-
sis in vivo.
To test the labeled cells for the ability to self-renew and
generate neurons over a long period of time, we assessed the
identity of labeled cells 3 months after injection of the split-Cre
viral vectors. A small population of reporter-positive cells ex-
pressing GFAP (3%) was still present in the SEZ, indicating that
they did not transform into a more differentiated cell type. Most
importantly, these fate-mapped cells still gave rise to new neuro-
blasts, as shownby the fact that themajority (about 75%) ofGFP+
cells in the SEZ and rostral migratory stream (RMS) expressed
ogenic In Vivo
at obtained BrdU as described in Experimental Procedures. Example depicts
s). Dashed squares always delineate the field of higher magnifications shown in
l Cre recombinase fragment under the control of the hGFAP promoter (top) and
).
e SEZ of CAG CAT GFP reporter mice show GFP reporter+ SEZ cells that were
–E00 0). The latter had also migrated into the RMS (F–F00). Examples of DCX/GFP
of split-Cre approach see Figure S2.
the olfactory bulb (OB). Example of a DCX+ neuroblast at the entry of the OB
months after injection; one dot represents one cell.
OB 3 days, 10 days, and 3 month after injection; nd, not determined.
al ventricle.
l Stem Cell 7, 744–758, December 3, 2010 ª2010 Elsevier Inc. 747
Cell Stem Cell
Transcriptome of Prospectively Isolated aNSCs
doublecortin (DCX) and migrated into the olfactory bulb (OB).
These data suggest that there was ongoing neurogenesis from
the labeled cells even 3 months after injection. By then many
GFP reporter-positive cells were also found in the OB (73% of
all reporter-positive cells) and most of them were mature
(NeuN-positive, 45%) or immature (DCX-positive, 55%) neurons
(Figures 2G–2H00). Notably, labeled cells populated both glomer-
ular and granular cell layers (Figure 2I), suggesting that hGFAP
and prominin1 promoter activities do not mark a specific,
lineage-restricted population of neural stem cells, but rather
a heterogeneous population capable of generating different
subpopulations of the OB interneurons. Notably, the long-term
neurogenesis of these cells also rules out any reaction to the
injection of the virus that has long ceased by this time. Taken
together, the fate mapping analysis reveals the stem cell hall-
marks of the GFAP- and prominin1-coexpressing cells and also
provides an ideal tool that can be combined with any LoxP-
flanked genes for conditional gene targeting selectively in the
stem cell lineage with minimal effects on other niche cells.
hGFAP-GFP+/Prominin1+ SEZ Cells Comprise All CellsForming Self-Renewing, Multipotent NeurospheresGiven that hGFAP-GFP+/prominin1+ cells exhibit features previ-
ously ascribed to aNSCs in vivo, we then proceeded to isolate
them by FACS and examined whether this fraction would
generate multipotent, self-renewing neurospheres. Toward this
end, the SEZ tissue along the lateral wall of the lateral ventricle
(Figure 3A) was dissected from 8-week-old hGFAP-GFP mice,
dissociated into single cells, and stained with prominin1 anti-
bodies coupled to PE. FACS analysis (Figures 3B–3E) was per-
formed by setting the gates with negative control cells, either
from wild-type mice not expressing GFP or stained with isotype
controls (Figure 3B). Among live SEZ cells (dead cells were
excluded by PI staining) from hGFAP-GFP mice, 20% were
GFP+ and 9% were prominin1 labeled (Figure 3C; for further
details see Figure S3). Consistent with the observations in whole
mounts and sections, we observed a small population of hGFAP-
GFP+/prominin1+ cells (2.5%; Figure 3C). Importantly, when
cells were dissociated from the brain parenchyma at some
distance from any neurogenic site, such as the diencephalon
(Figure 3A), no hGFAP-GFP+/prominin1+ cells could be de-
tected, suggesting that this population is indeed different from
the parenchymal astrocyte population (Figures 3D and 3E).
Next we sorted the above described populations by FACS at
the single cell mode with <2000 events/s. Resorting of the sorted
cells showed 93% purity (Figure S3J), and immunocytochemical
analysis of cells plated immediately after FACS confirmed their
expected identities (Figure S4). For example, proteins known
to be enriched in astrocytes such as GFAP, GLAST, and GLT-1
were detected in most of the hGFAP-GFP+ cells sorted from
the diencephalon (96%) or the SEZ (85%–90%) as well as in
most of the hGFAP-GFP+/prominin1+ stem cell population
(78%). Conversely, the latter as well as the astrocytes from the
diencephalon did not contain any neuroblasts (DCX+ cells) nor
transient amplifying cells (TAPs) detected by Mash1 immuno-
staining and were hence pure glial cells. In contrast, the
hGFAP-GFP+only cells sorted from the SEZ also contained
some neuroblasts and TAPs (16% and 3%, respectively; see
Figure S4U). Most of the cells sorted for their prominin1 positivity
748 Cell Stem Cell 7, 744–758, December 3, 2010 ª2010 Elsevier Inc
(but not for GFP) contained proteins expressed in ependymal
cells, such as S100b as well as the cilia protein acetylated tubulin
(89% and 90%, respectively; data not shown). However,
astrocytes also show partially weaker immunoreactivity for
these proteins, although at much lower levels (33% of hGFAP-
GFP+only cells from the SEZ; 82% of hGFAP-GFP+ cells from
the diencephalon; see Figure S1). This further supports the coex-
pression of many of the so-called marker proteins in both
astrocyte and ependymal cell populations. Importantly, the
prominin1-only cells were also purely ependymoglial cells and
did not contain any neuroblasts or TAPs.
To examine which of these populations would give rise to self-
renewing, multipotent neurospheres, single cells of each sorted
cell population were plated in single wells to ensure clonality of
the spheres (Buffo et al., 2008) and the number of neurospheres
(defined as cell clusters exceeding 50 mm in diameter, i.e., con-
taining at least 10–15 cells) was quantified 7–10 days after
plating. Sorted cells negative for the markers (hGFAP-GFP,
prominin1) did not generate any neurospheres (Figure 3F). Cells
positive only for prominin1 generated very few neurospheres
(9%; Figure 3F), consistent with previous work (Capela and
Temple, 2002; Coskun et al., 2008). Remarkably, 72% of the
hGFAP-GFP+/prominin1+ cells formed neurospheres, consistent
with the aNSC hallmarks of the double-positive cells in vivo.
Some neurospheres were also generated by hGFAP-GFP+only
cells (Figure 3F).
Because neurosphere formation by itself can not be used as
reliable indication of multipotency and self-renewal (Buffo et al.,
2008), we first examined multipotency by culturing the primary
neurospheres adherent and in the absence of mitogens
(5–7 days), followed by staining for the neuron-specific protein
bIII-tubulin orO4andGFAPdetectingglia.Notably, neurospheres
of cells sorted for prominin1+only generated exclusively glial cells
and hence were not multipotent (data not shown). Conversely,
most neurospheres (79%, n = 28) derived from hGFAP-GFP+/
prominin1+ cells gave rise to all three cell types (astrocytes,
oligodendrocytes, and neurons), indicating their multipotent
nature (Figures 3G–3I). Neurospheres derived from the hGFAP-
GFP+only cell fraction also gave rise to all three cell types (48%,
n = 35).
To examine self-renewal, primary neurospheres were individ-
ually transferred into separate wells, dissociated into single cells,
and cultured for 7 days. Strikingly, none of the neurospheres
formed by cells sorted for prominin1+only or hGFAP-GFP+only
could be passaged and formed secondary neurospheres (Fig-
ure 3F; n = 60 and 100). Thus, none of these populations
contained any self-renewing stem cells. Conversely, the neuro-
spheres sorted for both GFP+ and prominin1+ were self-renew-
ing (59%, n = 90; Figure 3F) and could further self-renew for
more than six passages (data not shown). Thus, our dual-
labeling protocol combining GFP expression from the human
GFAP promoter and prominin1 expression resulted in an enrich-
ment of multipotent, self-renewing neural stem cells above 70%,
and additionally this fraction also comprised all SEZ stem cells,
as none of the other cell populations formed self-renewing, mul-
tipotent neurospheres. This, together with the in vivo data,
further corroborates the stem cell hallmarks of the hGFAP-
GFP/prominin1 double-positive cells and their considerable
enrichment by FACS. Notably, the hGFAP-GFP+only SEZ cells
.
I
die
ncep
halo
n (n
on-n
euro
geni
c)
βIII tubulin GFAP O4
Diencephalon
SEZ
G
F
hGFAP-GFP prominin1-PE
hGFAP-GFP hGFAP-GFP prominin1-PE
H
0
20
40
60
80
hGFAP-GFP+prominin1+
hGFAP-GFP+only
prominin1+only
all negative
% o
f sin
gle
plat
ed c
ells
fo
rmin
g ne
uros
pher
es Secondary neurospheresPrimary neurospheres
prominin1+only
6.5%
hGFAP-GFP+
prominin1+
2.5%
hGFAP-GFP+only
17.1%
AC
hGFAP-GFP+ 11%
D E
WT Isotype control-PE
SE
Z (n
euro
geni
c)
Bprominin1+only
0%
hGFAP-GFP+
prominin1+
0%
hGFAP-GFP+only
0%
prominin1+only
0.2%
hGFAP-GFP+
prominin1+
0%
hGFAP-GFP+only
11%
Figure 3. FACS Analysis, Sorting, and Neurosphere-Forming Potential of the Sorted Cells
(A) Micrograph of a sagital section of an adult mouse brain with white boxes indicating the regions dissected for FACS.
(B–E) Dot plots depict GFP-negative cells and isotype control for PE in (B) and the proportion of the respective positive cells in (C)–(E). For further details on FACS
parameters Figure S3 and for molecular characterization of FACS-sorted cells, see Figure S4.
(F) Histogram depicting the frequency of neurosphere formation by single cells isolated by FACS 7–10 days after culturing (cells analyzed for primary neuro-
spheres: GFP+/prominin1+, n = 299; GFP+only, n = 213; prominin1+only, n = 120; cells negative for all markers, n = 430; cells analyzed for secondary neuro-
spheres: GFP+/prominin1+, n = 90; for the other populations see Results; data from three independent experiments. Error bars represent standard deviation.
(G–I) Micrographs depicting examples of bIII tubulin+ neurons (G), GFAP+ astrocytes (H), and O4+ oligodendrocyte progenitors (I) differentiating from neuro-
spheres generated by hGFAP+/prominin1+ cells showing their multipotent nature (multipotent: 79% [n = 28] of neurospheres generated from hGFAP+/prominin1+
cells; 48% [n = 35] of neurospheres from SEZ cells positive only for GFP).
Scale bars represent 20 mm.
Cell Stem Cell
Transcriptome of Prospectively Isolated aNSCs
lacking prominin1 were composed predominantly of astrocytes
(85%–90%) that lacked neurosphere-forming capacity, suggest-
ing that this astrocyte population in the SEZ is functionally
different and rather corresponds to niche astrocytes. Thus our
approach allowed us to separate aNSCs from other astrocytes
in and outside of the SEZ.
Transcriptome Analysis of aNSCs, Astrocytes,and Ependymal CellsThese highly enriched aNSCs (hGFAP-GFP+/prominin1+ cells)
were then examined by whole-genome Affymetrix MOE430
2.0 arrays. Their transcriptome was compared to the transcrip-
tome of parenchymal astrocytes that are not neurogenic
(hGFAP-GFP+ cells from the diencephalon), as well as to other
Cel
cell types in the SEZ, such as the multiciliated ependymal cells
(SEZ prominin1+only) and the SEZ hGFAP-GFP+only cells
comprising niche astrocytes and some of the stem cell progeny.
Hierarchical clustering of the expression data from all biological
replicates grouped the samples according to their cellular identity,
indicating high reproducibility of the sortings and the RNA amplifi-
cation protocol (Figure 4A). Interestingly, rather than the two
astroglial populations clustering with each other (the aNSCs and
the diencephalic astrocytes), the prominin1+only ependymal cells
were found to cluster closer to the nonneurogenic, diencephalic
astrocytes than the aNSCs and the SEZ hGFAP-GFP+only cells.
This is consistent with the fact that the ependymal cells and
diencephalic astrocytes are postmitotic differentiated glia cells,
whereas the aNSCs and hGFAP-GFP+only cells contain
l Stem Cell 7, 744–758, December 3, 2010 ª2010 Elsevier Inc. 749
SEZ diencephalon SEZ diencephalon
diencephalon
Ifitm
3
Rarres2
1110017D
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microarray RT-PCR
35302520151050-5
hGFAP-GFP+/prominin1+
vs. SEZ hGFAP-GFP+only
hGFAP-GFP+/prominin1+ vs.
dienchGFAP-GFP+
aNSCs vs. prominin1+only
dienc vs.prominin1+only
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microarrayRT-PCR
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Subependymal zonediencephalon
hGFAP-GFP+/prominin1+
vs. dienc hGFAP-GFP+
hGFAP-GFP+/prominin1+ vs. dienc hGFAP-GFP+
Figure 4. Confirmation of Microarray Analysis by RT-PCR, ISH, and Immunohistochemistry
(A) Hierarchical clustering of normalized expression data groups the samples in four distinct clusters representing diencephalic (dienc) astrocytes (green),
SEZ cells positive for only prominin1 (red), SEZ cells expressing hGFAPeGFP and prominin1 (aNSCs, violet), and SEZ cells positive for only hGFAP-GFP
(blue).
(B, K, O) Histograms depicting linear fold change of gene expression between the respective cell types indicated in the panels as measured by quantitative
RT-PCR (red bars) or by Affymetrix array analysis (black bars). Error bars represent standard deviation.
Cell Stem Cell
Transcriptome of Prospectively Isolated aNSCs
750 Cell Stem Cell 7, 744–758, December 3, 2010 ª2010 Elsevier Inc.
Cell Stem Cell
Transcriptome of Prospectively Isolated aNSCs
proliferating stem and progenitor cells (for comparison to embry-
onic radial glia see Figure S4).
To define genes enriched in aNSCs compared to other cell
types, we applied a stringent filter consisting of statistical signi-
ficance (FDR < 10%), at least 2-fold higher expression compared
to other cell populations, and an average expression level >50 in
aNSCs. The resulting sets of aNSC-enriched genes comprised
285 genes (295 probe sets, Table S6) compared to all other
cell populations (diencephalic astrocytes, SEZ prominin1+only,
SEZ hGFAP-GFP+only). The same approach was used to define
ependymal-enriched genes (Table S2) and astrocyte-enriched
genes (Table S3). For the pair-wise comparison of aNSCs versus
diencephalic astrocytes, we used the same filters as described
above, except FDR < 1%. This resulted in 392 genes (474 probe
sets, Table S5) higher expressed in aNSCs in comparison to
diencephalic astrocytes.
These cell type-specific transcriptomes can now be further
used to characterize different types of glial cells (see also Lovatt
et al., 2007; Tables S2 and S3). Indeed, previously used
‘‘markers’’ could not discriminate between astrocytes, aNSCs,
and ependymal cells in our analyses. Consistent with immuno-
stainings and previous functional analyses (Platel et al., 2010)
indicating a strong overlap of glial proteins in astrocytes, aNSCs,
and ependymal cells, we also observed many of the known so-
called astrocyte-specific genes being expressed in aNSCs as
well as in ependymal cells (Table S1). In most cases (64%),
parenchymal protoplasmic astrocytes expressed the highest
levels of these genes, such as GLAST, GLT-1, Aquaporin 4,
FGFR3, or the recently suggested new astrocyte marker Aldh1l1
(data not shown), but these proteins or reporter constructs were
also detectable in the other populations, such as the SEZ niche
astrocytes, the stem cells, or the multiciliated ependymal cells
(seealsoPlatel et al., 2010, for functional relevance). The situation
for identifying ependymal cells is evenworse because noneof the
previously used ependymal cell ‘‘markers’’ was specific or even
expressed at higher levels in the ependymal cells compared to
the other cell types. For example, the widely used ependymal
marker S100b was expressed at much higher levels in the
parenchymal astrocytes (see Figure S1) and c-Jun and FoxJ1
were expressed at higher levels in aNSC compared to the epen-
dymal cells (Table S1; see also Jacquet et al., 2009). However,
our transcriptome analysis now identifies sets of marker genes
that may be better to delineate these different cell types.
aNSC-Enriched Genes Are Specifically Expressedin the SEZNext, we validated the differences in gene expression that
emerged from the array analysis (according to the criteria estab-
lished in previous work [Pinto et al., 2008]; see also Supple-
mental Information) by RT-PCR, in situ hybridization (ISH), and
immunohistochemistry. From 47 genes selected for RT-PCR,
we confirmed 38 as differentially expressed (Figure 4B and
(C–J, L, M, P, Q) In situ hybridizations (ISH) of mRNAs as indicated in the pane
Thbs4 in the SEZ (arrows) and virtual absence of signal in the diencephalon (C
confirmation by Allen Brain Atlas, see Figures S5 and S6.
(N, R, S) Fluorescence micrographs depicting Sox11- and Thbs4-immunopositi
that Thbs4 is a secreted protein.
All scale bars represent 120 mm except (N) and (S) (50 mm).
Cel
data not shown). ISH further confirmed that genes selected as
being enriched in the aNSCs in comparison to parenchymal
astrocytes were indeed expressed in the SEZ and absent in
the diencephalon (Figures 4C–4F, 4L, 4M, 4P, and 4Q). For
example, Ifitm3, Rarres2,111001D15RIK, Sox11, and Thbs4
mRNAs as well as proteins were enriched in the SEZ and virtually
absent from the diencephalon astrocytes as demonstrated by
RT-PCR (Figures 4B, 4K, and 4O and data not shown), ISH
(Figures 4C–4J, 4L, 4M, 4P, and 4Q), and immunohistochemistry
(Figures 4N, 4R, and 4S). Further confirmation was obtained by
expression patterns from the Allen Brain Atlas (Figures S5 and
S6). Notably, genes with a higher expression in aNSCs
compared to diencephalic astrocytes showed two expression
patterns. Most of the genes showed specific expression in the
SEZ, such as the transcription factors Cbx1, Nfib, or the planar
polarity gene Celsr1 (Figure S5), whereas a few genes were
also expressed in basal ganglia (such as Id4 and Foxp1).
To further corroborate our microarray results, we also in-
spected genes enriched in diencephalic astrocytes as compared
to aNSCs, for example Igsf1 andDNER, a Notch ligand known to
promote maturation of Bergmann glia through activation of
Notch (Eiraku et al., 2005). For these genes we observed expres-
sion only in the diencephalon, but not in the SEZ (ISH see Figures
4I and 4J; Allen Brain Atlas see Figure S5). Thus, the gene
expression differences determined by our microarray analysis
were confirmed by independent approaches.
Neurogenic Fate Determinants Are Enriched in aNSCsCompared to Parenchymal AstrocytesThe gene expression differences observed in hGFAP-GFP- and
prominin1-coexpressing aNSCs in comparison to other cell
types now allow us to gain novel insights into the molecular
program regulating the remarkable features of these cells, one
of thembeing their capacity to generate neuronswhile other cells
in surrounding regions fail to generate neurons. To this end, we
compared the expression profile of SEZ aNSCs with the astro-
cytes residing outside the neurogenic niche and analyzed the
gene ontology (GO) terms associated with the 392 genes en-
riched in aNSCs compared to diencephalic astrocytes (Figures
5A and 5B). Besides higher expression of genes known to be ex-
pressed in undifferentiated progenitors or stem cells, such as
Nestin, Vimentin, andMusashi, we observed a significant enrich-
ment of the GO term ‘‘cell cycle and proliferation’’ (59 genes).
Indeed, aNSCs proliferate, whereas parenchymal astrocytes
are quiescent (see e.g., Buffo et al., 2008). Interestingly, another
significantly enriched GO category was ‘‘nervous system devel-
opment and differentiation’’ (30 genes), indicating that aNSCs
already upregulated mRNAs related to neurogenesis. In line
with this, we observed the presence of strikingly many neuro-
genic fate determinants associated with the GO term ‘‘regulation
of transcription’’ (19 genes), such as the subgroup C of Sox tran-
scription factors (TFs), Sox4 and Sox11 (Bergsland et al., 2006),
ls. Note the high expression of Ifitm3, 1110017D15RIK, Rarres2, Sox11, and
–Q), whereas the opposite pattern was observed for Igsf1 (I, J). For further
ve cells in the SEZ of hGFAP-GFP mice (arrows indicate Thbs4+ cells). Note
l Stem Cell 7, 744–758, December 3, 2010 ª2010 Elsevier Inc. 751
unknown gene function (84)
SE
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Cytoskeleton organization (8)Metabolic processes (9)Signaling (5)
Cell cycle (3)
Anchoring junction (3)
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Calcium
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Signaling
Pkp2
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3
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Unknown gene function (81)
Cell cycle (59)
Nervous system development (30)
Regulation of transcription (19)
Microtubule-based process (13)
Chromatin assembly/disassembly (8)
Calmodulin binding (6)Heterotrimeric G-protein complex (5)
Proximal/distal pattern formation (4)
Negative regulation of glial differentiation (3)
Other function (199)
Cell cycle
Nervous sytem development
Regulation of transcription
aNSCs vs. diencephalic astrocytes
aNSCs vs. all other populations
4 1 1 -4
Figure 5. aNSC-Enriched Gene Expression
(AandC)Heatmaprepresentationofexpressionvaluesofgenesenriched inaNSCs incomparison todiencephalicastrocytes (A)andtoall otherpopulations (diencephalic
astrocytes, prominin1+only, hGFAP-GFP+only) (C). Red/blue (A) and red/green (C) indicates higher/lower expression values as indicated in the scale bar (log2 scale).
(B and D) Pie charts depicting significantly enriched GO terms (p < 0.05; except for the categories ‘‘unknown’’ and ‘‘other gene function’’) associated with
aNSC-enriched genes in comparison to diencephalic astrocytes (B) and to all other populations (D). In brackets, the numbers of genes associated with the indi-
cated GO term are provided.
(E) Microarray expression data of selected aNSC-enriched genes grouped according to selected associated GO terms.
Cell Stem Cell
Transcriptome of Prospectively Isolated aNSCs
752 Cell Stem Cell 7, 744–758, December 3, 2010 ª2010 Elsevier Inc.
Cell Stem Cell
Transcriptome of Prospectively Isolated aNSCs
as well asMeis2 or Ascl1 (Parras et al., 2004) that are reported to
regulate GABAergic neurogenesis. Notably, although expression
levels of these TFs were about 103 lower in diencephalic astro-
cytes and ependymal cells, they were even higher in the hGFAP-
GFP+only cell population comprising the neuroblast progeny of
the stem cells. Indeed, at protein level these TFs (see e.g., for
Sox11 in Figure 4N) as well as doublecortin and synuclein were
detectable only in neuroblasts, suggesting that aNSCs already
upregulate the mRNA but do not yet express the protein at
detectable levels. The same expression pattern was observed
for other transcription factors and known neurogenic regulators
that have failed the stringent criteria of differential expression, for
example, the neurogenic TFs Pax6 and Dlx (Brill et al., 2008;
Hack et al., 2004, 2005) or the chromatin remodeling factor Mll
that is involved in the upregulation of the Dlx family of transcrip-
tion factors (Lim et al., 2009). They were all expressed about
2–103 higher in aNSCs compared to diencephalic astrocytes
but are even higher in the neuroblasts-containing SEZ GFP+only
cell population (Table S4), an expression profile that is also
shared by other TFs that have so far not yet been implicated in
neurogenesis. These are providing candidates for neurogenic
fate determinants in aNSCs, such as the orphan nuclear receptor
(Nr2f6), also named Ear2, previously shown to be involved in
nucleus coeruleus development (Warnecke et al., 2005), or the
transcriptional regulators Tox3 and Whsc1. These also
comprised epigenetic regulators, e.g., Uhrf1 (also Np95), amulti-
domain protein that connects DNA methylation and histone
modification (Rottach et al., 2010), and Hells/Lsh, a member of
the SNF2 chromatin remodeling family involved in the control
of DNA methylation patterns during embryonic development
(Sun et al., 2004). These proteins are predicted to be involved
in regulating neurogenesis from aNSCs because their expres-
sion levels were higher than in nonneurogenic glia but further
rose in the SEZ cells comprising neuroblasts. Understanding
the neurogenic regulators in aNSCs is of particular importance
for the attempts to elicit neurogenesis also outside these niches
in the adult brain parenchyma for repair.
Thus, one of the transcriptional hallmarks of aNSCs is the
increased expression level of neurogenic regulators, suggesting
that aNSCs in the SEZ are already ‘‘primed’’ for neurogenesis
by upregulating neurogenic factors atmRNA level. This transcrip-
tional bias toward neurogenesiswasmissedbefore because cells
cultured as neurospheres were examined. However, culturing
these cells with EGF and FGF2 promotes expression of glial
transcription factors, such as Olig2 (Gabay et al., 2003; Hack
et al., 2004), and only a few neurons are generated from cells
cultured as neurospheres, whereas aNSCs in vivo generate
mostly neurons. The profound difference in gene expression
between aNSCs isolated acutely by FACS and those cultured as
neurospheres is further evident from our transcriptome analysis,
in which we found little to no overlapwith the published transcrip-
tomes of neurosphere cells (Ivanova et al., 2002). These differ-
ences are probably due to (1) the gliogenic environment resulting
from growth factors in the medium; (2) one population being
highly enriched (hGFAP-GFP+/prominin1+ aNSCs), whereas neu-
rospheresarequiteheterogeneous; and (3)geneexpressionalter-
ation resulting from long culture conditions. This highlights again
the importanceof theexpressionprofileof acutely isolatedaNSCs
to unravel the molecular characteristics of aNSCs.
Cel
aNSCs Have a Unique Neural Stem Cell SignatureAlthough the comparisonbetweenSEZcells andparenchymal glia
revealedexciting insights intoneurogenic regulators, to identify the
unique molecular hallmarks of aNSCs, it is important to exclude
genes that are also expressed at high levels in the other SEZ
populations. Therefore, the expression profile of the aNSCs
(hGFAP-GFP+/prominin1+ cells) was depleted for genes ex-
pressed in all other sorted cell populations (prominin1+only
ependymal cells and hGFAP-GFP+only cells comprising mostly
astrocytes and someTAPs and neuroblasts). This filtering resulted
in a set of 285 genes enriched in aNSCs (Figure 5C; Table S6),
which were further confirmed by RT-PCR (see e.g., FoxJ1,
Bmp6, Mia in Figure 4B) as well as by the Allen Brain Atlas (83%
were SEZ enriched, n = 118; Figure S6 and data not shown).
This subtraction approach resulted in the elimination of genes
expressed broadly in the basal ganglia and SEZ (compare Figures
S5andS6) andexcluded, e.g.,Mll. This genewas identifiedbyLim
et al. (2006) as expressed in GFAP+ cells of the SEZ, but it is
expressed at even higher levels in the progeny of these cells, the
neuroblasts. This demonstrated that without comparison to the
other SEZpopulations, genesmay bemistaken for being enriched
in stemcellswhile they are expressedat evenhigher levels in other
niche cells. This approachmight also avoid anymisinterpretations
resulting from the 30% nonneurosphere-forming cells comprised
in the sorted hGFAP-GFP and prominin1 double-positive cells.
Although the cells in this population not generating neurospheres
may be quiescent stem cells, it is also possible that they do not
have stem cell characteristics. In the latter case they may be
similar to one or several of the other cell types, such that the
subtraction of genes expressed in other cell types will eliminate
them from the aNSC-enriched gene set. Indeed, the genes ex-
pressed at significantly higher levels only in aNSCs (Table S6)
were depleted of the neurogenic factors. Analysis of two of these
aNSC-enriched genes (Epha5, Lgals3) on protein level revealed
a rather selective signal in a subset of hGFAP-GFP+ radial astro-
cytes lining the lateral ventricle (Figures 6A–6B00 and 6C–6C00 0).Accordingly, the enriched GO terms associated with the
aNSC-enriched gene sets were quite different compared to the
previous analysis (aNSCs versus diencephalic astrocytes), as
reflected in the shift from neurogenesis and transcriptional regula-
tion to cilia function and signal transduction (Ca signaling, G
protein coupled receptors, Wnt, BMP, and TGF-b signaling).
It was rather surprising that the most enriched GO terms of the
aNSCs were associated with cilia function and Ca signaling,
because one would have expected that these pathways are
shared with ependymal cells (cilia) and parenchymal astrocytes
(Ca signaling). Instead, these categories became noticeable
only in the analysis of aNSC-enriched genes after depletion of
the genes expressed in other astrocytes (including niche astro-
cytes) and ependymal cells, indicating therefore elevated
expression levels of a specific subset of genes involved in Ca
signaling and cilia function in aNSCs. Ca signaling has been
described to regulate stem cell quiescence and proliferation in
other cell types (Horsley et al., 2008; Shepherd et al., 2007;
Tao et al., 2008). In contrast to Ca affecting NFATc-mediated
transcription in skin, aNSCs instead expressed high levels of
Aebp1 (Table S6), a transcriptional regulator interacting with
Ca/Calmodulin (Lyons et al., 2006). Also, cell adhesion and cyto-
skeletal components enriched in aNSCs are subject to Ca
l Stem Cell 7, 744–758, December 3, 2010 ª2010 Elsevier Inc. 753
merge Galectin3/hGFAP-GFP Galectin3 hGFAP-GFPC´ C´´ C´´´C
D E GF
hGFAP-GFPmerge Epha5 hGFAP-GFPmerge Epha5A LV
CP
A´ A´´ B B´ B´´
GlastCreERT2/+; CAG CAT GFP; IFT88flox/wt
GlastCreERT2/+; CAG CAT GFP; IFT88flox/delta
10
15
20
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185
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0
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GFP/BrdU BrdU
GlastCreERT2/+; CAG CAT GFP; IFT88flox/delta
GFP/BrdU BrdU
SEZ hGFAP-GFP+/prominin1+
SEZ hGFAP-GFP+
only
SEZ prominin1+
only
300
200
100
0
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the
SE
Z
IFT88
Figure 6. Expression and Functional Analysis of aNSC-Enriched Genes In Vivo
(A and B) Fluorescence micrographs depicting Epha5-immunopositive cells in the SEZ of hGFAP-GFP mice.
(A–A00) Arrow indicates a GFP+ cell with radial glial morphology expressing Epha5.
(B–B00) Protoplasmic GFP+ astrocyte in the SEZ negative for Epha5 (arrowhead).
(C–C00 0) Lgals3-immunopositive cells in the SEZ of hGFAP-GFP mice. Arrows indicate GFP+ cells close to the ventricle colabeled with Galectin3; arrowheads
depicting a GFP+ niche astrocyte being negative for Galectin3.
(D) Microarray data showing that IFT88 is highly enriched in the aNSCs in comparison to the other SEZ populations.
(E–G) Ablation of cilia in aNSCs by deleting IFT88 with a GLAST::CreERT2 driver line (see also Figure S7).
(E) BrdU label-retaining experiments (as described in Experimental Procedures) revealed a significant decrease in the number of slowly proliferating cells in mice
carrying the IFT88floxed/D allele (n = 4) compared to IFT88floxed/wt animals (n = 3), although the induction rate is the same as shown by the GFP reporter.
(F and G) Fluorescence micrographs depicting BrdU label-retaining cells and CAG CAT GFP reporter construct to monitor the recombined cells in the SEZ of
IFT88floxed/wt animals (F) and IFT88floxed/D mice. Error bars represent standard deviation (E).
Scale bars represent 20 mm (A–C), 100 mm (F–G); CP, choroid plexus; LV, lateral ventricle.
Cell Stem Cell
Transcriptome of Prospectively Isolated aNSCs
signaling, such as Desmoglein 2, a junctional protein (Chitaev
and Troyanovsky, 1997), and the cytoskeletal proteins Fibulin 7
and Arvef. Desmoglein 2, amember of the larger cadherin family,
754 Cell Stem Cell 7, 744–758, December 3, 2010 ª2010 Elsevier Inc
forms desmosomes that are usually connected with Plakophilin,
linking them to the intracellular cytoskeleton. Indeed, Plakophi-
lin2 was also enriched in the aNSC-enriched transcriptome,
.
Ependymal cells
Radial glia/astrocytes
Ventricle-contact aNSC
neuroblast
lateral ventricle
cilia
TAP
blood vessel
niche astrocyte
hGFAP-GFP prominin1
Figure 7. Schematic Drawing Summarizing Cell Types Examined in Whole Mounts/Sections and Isolated by FACS from the Adult SEZ
hGFAP-GFP+/prominin1+ radial glia like cells are connected to the ventricle via a small apical process and a primary cilia and to the blood vessels on the basal
side. Most of the hGFAP-GFP+ cells have no access to the ventricle and display astroglial features. Some neuroblasts also remain a weak GFP signal (indicated in
light green). Prominin1 labels multiciliated ependymal cells.
Cell Stem Cell
Transcriptome of Prospectively Isolated aNSCs
suggesting a rather specific molecular composition of the junc-
tions established by the aNSCs with notable differences to those
connecting radial glial cells (own unpublished observations).
Electron microscopic analysis has revealed different junctions
between aNSCs within the pinwheel core and between aNSCs
and neighboring ependymal cells (Mirzadeh et al., 2008), and
our microarray data now suggest specific molecular hallmarks
of aNSC junctions. These findings prompt the concept that Ca-
mediated signals may regulate delamination of the aNSCs and
thereby be involved in their activation or instructing quiescence.
Indeed, among the astrocytes in the SEZ, only those integrated
in the ependymal layer act as active stem cells (Pastrana et al.,
2009; and our analysis here), suggesting that regulation of this
integration by influencing the junctional connectivity may decide
whether aNSCs leave their active state and enter quiescence or
differentiate. Thus, Ca-mediated regulation of the junctional
adhesion may be involved in maintaining the stem cell pool. In
addition to these junctional Ca-regulated proteins, we also found
other cell surface molecules with selectively high expression in
the aNSCs, such as Galectins, that are linked to Ca signaling.
In neutrophils Galectin clustering causes an increase in cytosolic
Ca signals, probably by Ca release from internal stores (Karma-
kar et al., 2005). Besides the previously described expression of
Galectin1 (Lgals1) in SEZ astrocytes (Sakaguchi et al., 2007), we
also discovered Lgals3 as one of the most differentially ex-
pressed genes in the aNSCs. Taken together, this analysis
suggests novel candidates as molecular regulators of aNSC
hallmarks, possibly converging on Ca as a central signaling
mediator. Moreover, it provides a platform for comparison to
other stem cell signatures, prompting the suggestion that Ca
signaling may emerge as a pathway involved in regulating stem
cell features in several organs.
A particularly intriguing finding is the intersection between Ca
signaling and the second enriched GO term, cilia function.
Sensory cilia also influence Ca signals in cells, for example in
kidney cells where cilia deflection causes a rise in intracellular
Ca. Primary cilia are crucial not only for Ca signaling but also
for many other signaling pathways, and many receptors as well
as signal transduction components are concentrated in the
primary cilium (as reviewed in Eggenschwiler and Anderson,
Cel
2007). Moreover, in the developing dentate gyrus, the second
major neurogenic niche, cilia are required for the formation of
aNSCs and regulate neurogenesis by mediating Shh signaling
(Breunig et al., 2008; Han et al., 2008). Because these results
have been obtained by deletion of cilia during development,
the effects of cilia deletion specifically in aNSCs of the SEZ are
not yet known.
To address this issue, we deleted IFT88, a member of the in-
traflagellar transport group of cilia proteins, whose expression
was highly enriched in the aNSCs in comparison to all other
SEZ populations (Figure 6D). Its expression in diencephalic
astrocytes was also lower, though not as significant as required
for our statistical analysis. To inducibly delete IFT88 in adult
neural stem cells, we used the GLAST::CreERT2 mouse line
(Ninkovic et al., 2007). These mice were crossed further to
GFP reporter mice (Nakamura et al., 2006) to monitor the re-
combined cells. Because the genetic deletion of a mutated
allele of IFT88 (Ift88floxed/delta) (Haycraft et al., 2007) results in
cilia loss, this approach allowed us to selectively delete cilia in
aNSCs 4 weeks after tamoxifen application (Figure S7). To
examine the effect of cilia loss in aNSCs, we performed BrdU
label-retaining experiments as described above. Notably, the
number of BrdU-retaining, slowly dividing aNSCs was signifi-
cantly reduced in the SEZ of mice carrying the IFT88floxed/D
allele in comparison to IFT88floxed/wt animals (Figures 6E–6G),
demonstrating that disruption of cilia function results in pertur-
bation of aNSC function. These data support our transcriptome
analysis because the deletion of an aNSC-enriched factor
impairs aNSC function and shows the importance of cilia also
in aNSCs.
Taken together, our dual-labeling technique allowed reliable
discrimination between aNSCs, niche astrocytes, and ependy-
mal cells (Figure 7) and thereby the purification of these cells
for transcriptome analysis. Comparing the expression profiles
of aNSCs to other SEZ cell populations as well as to non-
neurogenic astrocytes from the brain parenchyma revealed
new insights into the molecular characteristics of aNSCs,
such as their priming toward the neuronal lineage as well as
the importance of specific cilia- and Ca-dependent signaling
pathways.
l Stem Cell 7, 744–758, December 3, 2010 ª2010 Elsevier Inc. 755
Cell Stem Cell
Transcriptome of Prospectively Isolated aNSCs
EXPERIMENTAL PROCEDURES
Animals
Human GFAP-GFP (Nolte et al., 2001), CAG CAT GFP reporter (Nakamura
et al., 2006), GLAST::CreERT2 (Mori et al., 2006), IFT88floxed/D, IFT88floxed/wt
(Haycraft et al., 2007), and C57BL6/J mice used here were kept under stan-
dard conditions. Experimental procedures were performed in accordance
with German and European Union guidelines and were approved by the insti-
tutional animal care committee and the Government of Upper Bavaria under
license numbers 211-2531-23/04 and 55.2-1-54-2531-144/07. Stereotactic
injections were performed as previously described (Brill et al., 2008) with 1 ml
of virus at �0.75 anterior/posterior, 1.2 medial/lateral, and �1.9 to �1.6
dorsal/ventral from Dura relative to Bregma in mm.
Immunohistochemistry
Whole mounts were prepared as described (Mirzadeh et al., 2008) and brain
sections were cut on the vibratome (80–100 mm) or on the cryostat (30 mm).
The tissue was directly processed for immunostaining (see Brill et al., 2008)
with the primary and secondary antibodies detailed in Supplemental
Information.
Constructs for the Split-Cre Fate Mapping
Human P2 promoter was PCR amplified from human genomic DNA with
50-GGTCCAATCAGAGTGCGT-30 and 50-CCCTTAGCTCGCCAGA-30 as
primers and subcloned in the pCMV (Stratagene, USA) vector containing
CCre. The hGFAP-NCre fragment was cloned into the pCMV as previously
described (Hirrlinger et al., 2009). Fusion products were then subcloned into
FUGW lentiviral backbone and lentiviral particles were produced as described
previously (Lois et al., 2002).
Preparation of Cells for FACS Sorting
Adult SEZ and diencephalon from hGFAP-GFP mice (n = 10 in each group)
were dissected, dissociated as described previously (Buffo et al., 2008). and
resuspended in staining solution (DMEM/10% FCS/0.02% NaN3) containing
primary antibody (PE-conjugated CD133 [1:100, BD Bioscience]) and incu-
bated for 20 min. After washing in FCS-containing medium, cells were resus-
pended in medium containing PI (1:1000, 10 min) and analyzed or sorted at
a FACS Aria (BD). Debris and aggregated cells were gated out by forward,
sideward scatter and PI staining. Gating was done with isotype control as
detailed in Figure S3. Because FACSAria collects four different fractions, the
SEZ populations of hGFAP-GFP+only, hGFAP-GFP+/prominin1+, and
prominin1+only were collected simultaneously. For further details please see
Supplemental Information. For neurosphere cultures, cells were plated as
described (Buffo et al., 2008) and further detailed in the Supplemental Informa-
tion. For immunostaining, FACS-sorted cells were plated in 24-well plate for
1 hr, fixed in 2% PFA for 15 min at room temperature, and stained after
washing in PBS with the primary and secondary antibodies detailed in Supple-
mental Information.
RNA Isolation, Microarray Analysis, and qRT-PCR
After sorting, the cells were centrifuged for 20 min at 10,000 rpm and lysed in
100 ml of lysis buffer (QIAGEN) containing N & P carriers (ExpressArt). Total
RNA was isolated with the RNeasy MICRO kit (QIAGEN) according to the
manufacturer’s instructions. Quality and concentration of total RNA was
examined with the Agilent Bioanalyser. Microarray analysis was performed
with Affymetrix MOE430 2.0 arrays as per manufacturer’s instructions (see
Supplemental Information).
For RT-PCR, cDNA was synthesized with SuperScript II (Invitrogen) as per
manufacturer’s instructions. qPCR was performed on an Opticon (Bio-rad)
with SYBRGreen Imastermix (Bio-rad) and expression levels were normalized
to GAPDH.
In Situ Hybridization
Digoxigenin-labeled RNA probes were synthesized by in vitro transcription
with the DIG labeling mix and T3, T7, or SP6 polymerase (Roche). In situ
hybridizations were performed on 80–100 mm thick vibratome sections via
standard protocol (Brill et al., 2008).
756 Cell Stem Cell 7, 744–758, December 3, 2010 ª2010 Elsevier Inc
ACCESSION NUMBERS
The microarray data are available in the Gene Expression Omnibus (GEO)
database (http://www.ncbi.nlm.nih.gov/gds) under the accession number
GSE18765.
SUPPLEMENTAL INFORMATION
Supplemental Information includes Supplemental Experimental Procedures,
seven figures, six tables, and one movie and can be found with this article on-
line at doi:10.1016/j.stem.2010.11.017.
ACKNOWLEDGMENTS
We particularly would like to thank Timothy McClintock and Frank Zaucke for
probes and antibodies; Jochen Graw for human DNA; and Andrea Steiner-
Mezzadri, Christiane Lach, and Timucin Ozturk for excellent technical help.
We are also particularly grateful to Armen Saghatelyan, Benedikt Berninger,
Emily Violette, Filippo Calzolari, Pia Johansson, Troy Ghashghaei, and Yves
Barde for excellent comments on the manuscript. This work is supported by
the DFG including the SFB596, 870, the Hans and Ilse Breuer Price, BMBF,
EUTRACC, HELMA, and CoReNe as well as the UAB Hepato/Renal Fibro-
cystic Diseases Core Center (UAB HRFDCC) DK074038.
Received: November 6, 2009
Revised: July 8, 2010
Accepted: November 1, 2010
Published: December 2, 2010
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