Search tips
Search criteria 


Logo of nihpaAbout Author manuscriptsSubmit a manuscriptHHS Public Access; Author Manuscript; Accepted for publication in peer reviewed journal;
J Neurosci. Author manuscript; available in PMC 2012 November 16.
Published in final edited form as:
PMCID: PMC3500097

Deletion of astroglial Dicer causes non-cell autonomous neuronal dysfunction and degeneration


The endoribonuclease, Dicer, is indispensible for generating the majority of mature microRNAs (miRNAs), which are posttranscriptional regulators of gene expression involved in a wide range of developmental and pathological processes in mammalian central nervous system. While functions of Dicer-dependent miRNA pathways in neurons and oligodendrocytes have been extensively investigated, little is known about the role of Dicer in astrocytes. Here we report the effect of Cre-loxP mediated conditional deletion of Dicer selectively from postnatal astroglia on brain development. Dicer-deficient mice exhibited normal motor development and neurological morphology prior to postnatal week 5. Thereafter mutant mice invariably developed a rapidly fulminant neurological decline characterized by ataxia, severe progressive cerebellar degeneration, seizures, uncontrollable movements and premature death by postnatal week 9–10. Integrated transcription profiling, histological and functional analyses of cerebella showed that deletion of Dicer in cerebellar astrocytes altered the transcriptome of astrocytes to be more similar to an immature or reactive-like state prior to the onset of neurological symptoms or morphological changes. As a result, critical and mature astrocytic functions including glutamate uptake and antioxidant pathways were substantially impaired, leading to massive apoptosis of cerebellar granule cells and degeneration of Purkinje cells. Collectively, our study demonstrates the critical involvement of Dicer in normal astrocyte maturation and maintenance. Our findings also reveal non-cell autonomous roles of astrocytic Dicer-dependent pathways in regulating proper neuronal functions and implicate that loss of or dysregulation of astrocytic Dicer-dependent pathways may be involved in neurodegeneration and other neurological disorders.


Astrocytes are crucial for many developmental and physiological functions in the central nervous system (CNS) (Freeman; Barres 2008). They are essential for promoting neuronal synaptogenesis (Christopherson, Ullian et al. 2005; Eroglu, Allen et al. 2009) and have direct local contacts with neuronal synapses (Bushong, Martone et al. 2002). Astrocytes can be activated to release gliotransmitters including glutamate, GABA, acetylcholine, ATP, adenosine, D-serine etc (Halassa and Haydon). Astrocytes also actively uptake and recycle spilled-over neurotransmitters and maintain ionic balance in the extracellular space (Oliet, Piet et al. 2001) and can function as bridging units connecting nearby neurons, endothelial cells and other glial cells. A growing body of evidence indicates that neuron-glia interactions may contribute to neurological disorders and neurodegeneration, including ischaemia, glioma, amyotrophic lateral sclerosis (ALS), AIDS-related neuropathology (reviewed in (Sofroniew and Vinters; Volterra and Meldolesi 2005)). In response to many CNS pathological conditions, astrocytes may become reactive with hallmarks of up-regulation of intermediate filament proteins such as glial fibrillary acidic protein (Gfap) and Vimentin. Reactive astrocytes may provide neuroprotective effects in the early stage of the injury whereas at a later stage the formation of glial scar inhibits CNS regeneration (Sofroniew 2009).

MiRNAs are endogenous non-coding RNAs that regulate gene expression in a sequence-specific manner by either mRNA cleavage or translational repression (Bartel 2004; He and Hannon 2004; Rana 2007). Transcribed nascent pri-miRNAs are processed by Drosha and Dicer in a step-wise manner to produce mature miRNAs (Hutvagner, McLachlan et al. 2001; Lee, Ahn et al. 2003). The RNase III endoribonuclease Dicer is essential for the majority of mature miRNA biogenesis. Dicer deletion in early embryonic neuroepithelial cells results in dramatic impairment of neural lineage differentiation (Davis, Cuellar et al. 2008; De Pietri Tonelli, Pulvers et al. 2008). Ablation of Dicer in post-mitotic neurons results in neuronal dysfunction or apoptosis (Kim, Inoue et al. 2007; Schaefer, O'Carroll et al. 2007). Dicer is also found to be important regulators of oligodendrocyte differentiation (Dugas, Cuellar et al.; Zhao, He et al.; Shin, Shin et al. 2009). However, the role of Dicer dependent pathways in astrocytes is yet to be revealed.

By utilizing two transgenic mouse lines in which cre recombinase expression was controlled by a mouse Gfap gene regulatory sequence, which turned on primarily postnatally in the CNS, we devised mouse models that floxed Dicer alleles were disrupted in astroglia. Here we report that loss of Dicer in astroglia leads to ataxia, cerebellar degeneration, seizures and premature death. In this study we focused on the cerebellum, where dramatic neurodegeneration occurred. We found that prior to the onset of neurological symptoms, Dicer-deficient mature astroglial transcriptome was altered to resemble an immature or reactive state with important mature astroglial functional genes down-regulated and immature/developing astrocytic genes up-regulated, thereby contributing to excitotoxicity and neurological dysfunction.

Materials and Methods

Generation and characterization of mGFAP-Cre;Dicer flox/flox mice

Mice were maintained in a 12-h light/dark cycle under standard conditions at the animal facility in UCLA. Experiments were conducted in accordance of protocols approved by the UCLA Office for Protection of Research Subjects. mGfap-Cre transgenic mice line 73.12, line 77.6 and ROSA (R26R)-β gal mice were provided by M.V. Sofroniew (UCLA). Dicerflox/flox mice (Cobb, Nesterova et al. 2005) were kindly provided by S.T. Smale (UCLA) and M. Merkenschlager (Imperial College London).

Genomic DNA PCR

Brain tissues or cells were lysed in DNA lysis buffer (100mM Tris-Cl, pH 8.1, 200mM NaCl, 5mM EDTA, 0.2% SDS) with proteinase K. Genomic DNA were extracted and subjected to PCR. Primers used to discriminate floxed and deleted Dicer alleles are listed as below and number refers to position downstream of start codon.

  • WT allele (259 bp product): 31831 and 32050AS
  • Floxed allele (390 bp product): 31831 and 32050AS
  • Deleted allele (309 bp product): 28290 and 32050AS

Behavioral analysis

The motor function and balance of 7 control male mice and 6 mutant male mice were measured by rotarod task at an initial speed of 4 rpm, accelerating up to 40 rpm. The time (seconds) taken for the mice to fall from the rod was measured. Mice were trained for two to three days with three trials per day before testing at postnatal week 5 and week 7. Footprint patterns were obtained by dipping the front paws into nontoxic red paint and the hind paws into nontoxic green paint and placing mice on top of a piece of white paper at the end of a tunnel. Repeated measures 2-way ANOVA or paired t-test was used for statistical analysis.

Western blot analysis

Whole cell lysates were prepared using SDS lysis buffer (1% SDS, 10mM EDTA, 50mM Tris-HCl, pH 8.1) supplemented with protease inhibitor cocktails (Roche), 1mM PMSF and 1mM DTT. The lysates were immediately pulse sonicated using a microtip (Branson sonifier 450) to break the viscosity caused by chromatin released during the process. Protein concentrations were measured using the BCA Protein Assay Kit (Pierce). The lysates were loaded with SDS sample buffer and size-separated with 12% SDS-PAGE. Primary antibodies used were as follows: GLT-1 (Chemicon), GLAST (Chemicon), β actin (Sigma). Secondary goat anti-mouse or anti-rabbit IgG-horseradish antibodies (CalBiochem) were used, and detection was performed using the ECL plus chemiluminescence system (PerkinElmer) on X-Omat Blue films (Kodak). Densitometry analysis was done with Quantity One (Bio-rad).

Immunohistochemistry of tissue sections

Frozen or floating tissue sections were prepared from 4% paraformaldehyde-fixed brains. Fluorescence immunohistochemistry was performed using secondary antibodies. Primary antibodies used were mouse anti-NeuN (Chemicon); rabbit anti-Gfap (Accurate); mouse anti- Gfap (Sigma); chicken anti-β-galactosidase (Abcam); mouse anti-S100b (Sigma); rabbit anti-calbindin (cell signaling). Stained sections were examined and photographed using fluorescence microscopy (Zeiss) and scanning confocal laser microscopy (Leica).

TUNEL assay

Frozen sections of 10 µm thickness were used for TUNEL assay following manufacturer’s instructions (Roche).

Golgi staining

Adult mouse brains were quickly dissected out and used for Golgi staining with FD rapid Golgistain kit following manufacturer’s instructions (FD Neuro Technologies).

Glutamate uptake assay

Glutamate uptake assays were performed as previously described (Lievens, Woodman et al. 2001). Cerebella were rapidly dissected out at 4 degree from control and mutant animals, immediately homogenized in a 0.32M isotonic sucrose solution and diluted 1/80 (wt/vol) in a Tris-buffered sodium-free physiological medium (16.2mM Tris, 0.38M sucrose, 10mM glucose, 5mM KCl, 1.2 mM CaCl2 and 1.2mM MgSO4, pH7.4). After centrifugation at 10,000 rpm for 10 min, the supernatants were discarded and the pellet was resuspended in twice the initial volume of physiological medium (final dilution 1/160 (wt/vol)) and kept on ice. 1µM L-[3H] GLU (Amersham Pharmacia Biotech) was pre-incubated with 80µL of the physiological medium in which the sucrose has been replaced by 140mM NaCl, 1.2mM NaH2PO4/ Na2HPO4 at 25 degree for 5 minutes. The uptake assays started by adding 20µL aliquots of the synaptosomes. The suspension was incubated at 25°C for 2 minutes and the reaction was stopped on ice. Excessive non-incorporated radio-labeled glutamate was removed by centrifugation at 10,000 rpm for 5 minutes. The pellet was washed with 400µL of the sodium-free physiological medium followed by centrifugation at 10,000 rpm for 5 minutes. The pellet was dissolved by lysis buffer and the radioactivity was assessed by liquid scintillation count (Beckman). The blank values were obtained from samples incubated in sodium-free medium. Protein concentrations were determined by BCA assay (Pierce). The radioactivity read-outs were normalized to its corresponding protein concentration.

Gene expression microarrays

Four independent pairs of P30 control and mutant mice of either sex cerebella were used to extract total RNA using Trizol (Invitrogen). Two-color gene expression microarrays (Agilent) were used to directly compare relative changes in mRNA expression levels between wild-type and mutant cerebella. 500 ng of total RNA was labeled with Cy3- or Cy5-CTP using the Agilent Low RNA Input Fluorescent Linear Amplification Kit. After labeling and cRNA purification (Qiagen), cRNA was quantified using the NanoDrop spectrophotometer (Agilent). 825 ng Cy3- or Cy5-labelled cRNA were combined and hybridized to the Agilent 4×44K whole mouse genome microarray (G4122F, ~44,000 probes per array) for 17 h at 65 °C (10 r.p.m.). Four replicate experiments using samples derived from four pairs of littermate mice were performed with a dye-swap experimental design. Data was collected using Agilent microarray scanner and extracted using Feature Extraction 9.5 software (Agilent).

For identification of differentially expressed genes, we used NIA array analysis tool ( Of all the probes present on the microarray, signal intensity of redundant probes was averaged before analysis. Following parameters were used for analyzing statistically significant differential expression:

  • Threshold z-value to remove outliers: 10,000
  • Error Model: Max (Average, Bayesian)
  • Error variance averaging window: 200
  • Proportion of highest error variances to be removed: 0.05
  • Bayesian degrees of freedom: 10
  • False discovery rate (FDR) threshold: 0.05

For clustering and heatmap display, Lowess-normalized signal intensity was log2 transformed and median-centered. Heatmaps were generated using Cluster3 and Java Treeview.

The transcription profiling data has been deposited in the NCBI Gene Expression Omnibus (GEO; and is accessible through GEO Series accession number GSE28589.

RNA isolation and quantitative real-time RT-PCR

Total RNA was isolated using Trizol (Invitrogen). After Turbo DNase (Ambion) treatment, 1 µg total RNA was used for cDNA synthesis using Superscript III (Invitrogen) following manufacturer’s recommendations. Real-time PCR was performed in an iCycler using iQ SYBR Green Supermix (Bio-Rad). PCR efficiency and specificity of each primer pair was examined by standard curve of serially diluted cDNA and melting curve functionality respectively. Fold change was calculated based on 2−ΔΔCt method after normalization to the transcript level of housekeeping gene Gapdh. Primer sequences used in the real-time RT-PCR are as followed.

  • Tenanscin C forward: tggagtacgagctgcatgac
  • Tenanscin C reverse: aaacttggtggcgatggtag
  • Thbs2 forward: acgagtttgggtctgtggac
  • Thbs2 reverse: tcccagtaggtctgggtcac
  • Adamts1 forward: gataatggacacggggaatg
  • Adamts1 reverse: gcagtgcttggattcctctc
  • Vimentin forward: ccagagaccccagcgctcct
  • Vimentin reverse: gccggagccaccgaacatcc
  • Tgfb3 forward: cccaaccccagctccaagcg
  • Tgfb3 reverse: cctcaacagccactcgcgca
  • Aqp4 forward: atcatgggcgctgtgctggc
  • Aqp4 reverse: gctgcgcggctttgctgaag
  • Dao1 forward: cggcctcaggtccggctaga
  • Dao1 reverse: aggttggccgcctccattgc
  • Gstm3 forward: tctgcactgtggctcccggt
  • Gstm3 reverse: gctgtgaggttgggtctgggc
  • GLAST forward: gccctccgaccgtataaaat
  • GLAST reverse: gccattcctgtgacgagact
  • GLT-1 forward: ccaagctgatggtggagtttc
  • GLT-1 reverse: gtccttgatggcgatgatct
  • Gapdh forward: ctgagtatgtcgtggagtctactgg
  • Gapdh reverse: gtcatattctcgtggttcacacc

Slice preparation for electrophysiology

Adult P35~P40 mice (pre- or early- symptomatic stage) were anesthetized with halothane and decapitated according to a protocol approved by the UCLA Chancellor's Animal Research Committee. The brains were removed and placed in ice-cold artificial CSF (aCSF, 126 mM NaCl, 2.5 mM KCl, 2 mM CaCl2, 2 mM MgCl2, 1.25 mM NaH2PO4, 26 mM NaHCO3, and 10 mM D-glucose, pH 7.3–7.4 when bubbled with 95% O2 and 5% CO2). 350µm thick sagittal cerebellar sections were cut with a Leica (Wetzlar, Germany) VT1000S Vibratome, in aCSF containing 3 mM kynurenic acid (Sigma, St. Louis, MO) and placed into a submerged chamber at 32 °C.

Electrophysiological recording

For whole-cell recordings, slices were transferred to a submerged recording chamber, and perfused (~4–5 ml/min) at 31–33°C with 95% O2 and 5% CO2 saturated aCSF. Cerebellar granule cells were visually identified by IR-DIC videomicroscopy (custom-made; 40× water immersion objective) and recorded with an Axopatch 200B amplifier (Molecular Devices, Sunnyvale, CA). For measurement of NMDA receptor mediated tonic currents, D-AP5 was injected into bath (final concentration > 50µM) after reaching the stable baseline for 5 minutes. Series resistance and whole-cell capacitance were estimated and compensated to 70–80% (lag 10 µs). Recordings were discontinued if series resistance increased by >25%.

Data acquisition and analyses

All recordings were low-pass filtered at 3 kHz and digitized on-line at 10 Hz using a PCI-MIO 16E-4 data acquisition board (National Instruments, Austin, TX). Tonic current measurement was determined as described previously (Glykys and Mody 2007). Detection and analyses were performed using custom-written LabView-based software (EVAN). All data are shown as mean ± SEM. Statistical analysis was performed by Student's t test. Significance was set to P < 0.05. We used bootstrap statistics to compare the potentiation ((expressed as fold-of baseline) of the tonic NMDA receptor-mediated current by the glutamate uptake blocker TBOA. This was necessary because the full measurement of the tonic current under three different experimental conditions (control, TBOA, AP5) in the same cell proved to be technically challenging due to the large tonic current induced by TBOA. Therefore, measurements of the tonic NMDA current (AP5-sensitive component of the holding current) were done by subtracting the holding current in the presence of AP5 from that before its perfusion. This current was converted to conductance and was normalized to cell capacitance. The values were (in S/A; mean + SEM) WT: 50.8 + 9.5 (n=7), Mut: 262.1 + 31.1 (n=7). In another set of recordings, the increase in holding current produced perfusion of TBOA was measured, and it was assumed that it represented the additional NMDA current following blockade of glutamate uptake. Other glutamate receptors were unlikely to participate in this current as they were either desensitized or inwardly rectifying at the holding potential (+30 mV). The recorded currents were also converted to conductance and normalized to cell capacitance. The obtained values were (in S/A; mean + SEM) WT: 776.0 + 68.5 (n=7), Mutant: 633.1 + 70.6 (n=8). The bootstrap statistics for each group (WT and Mutant) was done as follows. A 7 × 7 and a 7 × 8 table were generated from the WT and Mutant data respectively. In each row the 7 (Con) or 8 (Mut) TBOA values were added to one of the 7 tonic NMDA current values to yield the total of all possible combinations of 49 (Con) and 56 (Mut) summed values. These summed were considered the total NMDA-receptor mediated tonic current (baseline + TBOA) in the presence of TBOA. Then 7 (Con) and 8 (Mut) values were selected at random from this table and were each divided by a randomly selected basal NMDA current value to yield 7 (Con) and 8 (Mut) (basal+TBOA)/basal ratios which represented the fold- potentiation by TBOA. The average value of these 7(Con) or 8 (Mut) ratios was calculated. The procedure was repeated 1,103-times yielding as many average ratios. These ratios were then plotted as frequency histograms to yield the average bootstrap TBOA potentiation ratios (Con: 20.08 and Mut: 3.94) and the 95% confidence levels.


mGfap-Cre transgenic lines target astroglia in cerebellum

Glial fibrillary acidic protein (Gfap) is a widely used marker for astroglia. In the most commonly used 2.2 kb human GFAP promoter-driven cre transgenic mouse line (hGFAP-cre), cre activity turns on in embryonic multipotent neural precursor cells (Zhuo, Theis et al. 2001) as early as embryonic day 13.5 (E13.5), thereby leading to widespread lacZ reporter expression in neurons and astroglia throughout the brain of hGFAP-cre;Rosa26-LacZ reporter mouse. In search for a more astroglial lineage restricted transgenic mouse line, we characterized two independent lines (line B6.Cg-Tg (Gfap-cre)73.12Mvs/J (mGfap-cre 73.12) and line B6.Cg-Tg(Gfap-cre)77.6Mvs/J (mGfap-cre 77.6)), in which cre recombinase expression was driven by the 15 kb mouse Gfap gene regulatory sequence. Previous studies using single cell evaluations of reporter gene expression have shown that cre activity in line 73.12 mice was present in postnatal astrocytes throughout the CNS, as well as in adult neural stem/progenitor cells localized in subventricular zone (SVZ) and subgranular zone (SGZ) (Garcia, Doan et al. 2004; Herrmann, Imura et al. 2008). In line 77.6, cre recombinase activity was also targeted to postnatal astrocytes throughout the CNS, and a subpopulation of adult neural stem/progenitor cells in SVZ, but to a much lesser extent in SGZ (Gregorian, Nakashima et al. 2009) and not to non-astrocytes in other CNS regions (unpublished observations of M.V. Sofroniew).

To further examine expression patterns of mGfap-driven cre recombinase, both transgenic lines were crossed with a reporter line in which expression of β-galactosidase (β-gal) protein was under the regulation of an ubiquitous promoter (Rosa 26) that contained a loxP-flanked stop sequence (Figure 1A). As expected, while β-gal expression was detected in astrocytes throughout the CNS as well as in small populations of neurons in olfactory bulb and hippocampus that are derived from Gfap-expressing adult neural/stem progenitors, cerebellum was among the most densely labeled brain regions with β-gal expression mostly restricted to astrocytes. In the cerebellum, cre was first activated in line 73.12 at around P4 and was first detected in line 77.6 at around P7. As β-gal staining of postnatal day 35 (P35) mouse cerebella showed, in line 77.6, the vast majority of labeled cells were Bergmann glia and inner granule layer (IGL) astrocytes that were also positive for Aldh1l1, another astroglial marker (Yang, Vidensky et al.; Cahoy, Emery et al. 2008) (Figure 1B and D). No NeuN-positive IGL granule neurons or Calbindin-positive Purkinje neurons expressed β-gal at any time point examined in line 77.6 (Figure 1D). In line 73.12, besides Bergmann glia and IGL astrocytes, there was a very small fraction (1~5%) of granule neurons expressing β-gal, which were possibly derived from postnatal neuronal progenitors that transiently expressed cre (Figure 1D). No Purkinje neurons expressed reporter protein in line 73.12 at any time point examined. Therefore in contrast to the commonly used hGFAP-cre line, activation of mGfap-cre was largely restricted to postnatal astrocytes throughout the CNS in both transgenic lines, and in cerebellum, targeting of cre in mGfap-cre line 77.6 was restricted exclusively to postnatal astroglial cells.

Figure 1
In cerebella mGfap-cre transgenic lines mainly target postnatal astroglial cells. (A) A schematic of lineage tracing using mGfap-cre transgenic mice crossing with Rosa26-LacZ reporter line. (B)– (C) Brightfield immunohistochemistry DAB stainings ...

mGfap-cre; Dicerflox;flox mutant mice developed ataxia, epilepsy and premature death

To investigate the role of Dicer-dependent pathways in the astroglial lineage, Dicerflox/flox mice (Cobb, Nesterova et al. 2005) were crossbred with mGfap-cre (both 77.6 and 73.12 line) mice (Figure 2A). mGfap-cre; Dicerflox/+ (hereafter referred to as control) mice were phenotypically indistinguishable from wild-type mice. mGfap-cre; Dicerflox/flox (hereafter referred to as mutant) mice were normal at birth and born with normal Mendelian ratios. Genomic DNA PCR with whole cerebella at pre-/early symptomatic stage showed a small percentage of deleted Dicerflox allele, which was consistent with the fact that the cerebellum harbored numerous granule neurons, and that astroglia were not the major population in the cerebellum (Figure 2B). Using in vitro cultured neurospheres isolated from postnatal SVZ of mutant mice, where Dicer was looped out in majority of the cells, as a positive control for the genomic PCR, we confirmed that genetic deletion of Dicer floxed alleles did occur in the cerebellum (Figure 2B). During these experiments we noted both proliferation and differentiation deficits in Dicer-deficient SVZ adult progenitor cells that will be of interest for future investigations (unpublished observations of J.Tao and Y.E.Sun).

Figure 2
Dicerlox/lox; mGfap-cre mutant mice developed ataxia. (A) A schematic of crossing mGfap-cre transgenic mice with Dicer lox/lox line. (B) Genomic DNA PCR showed the ratio of Dicerflox allele (390bp), Dicerdel allele (309bp) and wild-type allele (259bp). ...

Mutant mice grew normally for the first five weeks postnatally, but around postnatal week 7–8, they started to exhibit noticeable wobbly, imbalanced gait. Rotarod training and testing at postnatal 5 week showed a slightly weaker trend of performance by mutant mice as compared to their littermate controls, whereas at postnatal week 7, mutant mice displayed severe impairment in motor function and balance (Figure 2C). The footprint assay also confirmed an ataxic walking pattern of mutant mice at week 7 with increased hind paw distances and poor overlaps of front and hind paws (Figure 2D). Moreover, the mutant mice exhibited spontaneous epileptic seizures around postnatal week 8 and 9 characterized by uncontrollable movements, straub tail and maintained opisthotonos, possibly due to the loss of Dicer in hippocampal subgranular zone neural progenitors, hippocampal and/or cortical astrocytes. With rapidly aggravating locomotor problems and prolonged seizures, the mutant mice became immobile and became moribund between postnatal 8–9 weeks. Both 73.12 and 77.6 line mutants exhibited ataxia and epilepsy phenotypes and showed very steep survival curves (Figure 2E). Line 77.6 mutants survived on average 12 days longer than line 73.12 mutants, possibly due to the fact that fewer hippocampal neurons were targeted in line 77.6 compared to line 73.12, thereby leading to a later onset of epilepsy. Mutant mice typically reached the late symptomatic stage (or end-stage) very quickly with an average of 12 days after the onset of symptoms. End-stage mutant mice also showed slight weight loss and poor grooming.

mGfap-cre; Dicerflox;flox mutant mice had cerebellum degeneration

The brains of end-stage mGfap-cre; Dicerflox;flox mutant mice were grossly normal in size and morphology, but cerebella were severely degenerated with blurred fissures (Figure 3A). We therefore focused our investigation on the cerebellum for the present study. To discriminate whether the degeneration phenotype that we observed was a cerebellar developmental deficit or a degenerative process that occurred after development had completed, we carried out time-course Nissl stainings with P7, P15 and P30 control and mutant littermates. It was evident that mGfap-cre; Dicerflox;flox mutant mice had structurally normal cerebellar development and cellular layers were established properly by P30 prior to the onset of motor symptoms (Figure 3B). Therefore, in contrast to the early developmental defects of cerebella (e.g. reduction in cerebellar size, loss of granule cells and disrupted cellular layers) caused by the ablation of Gfap positive astrocytes during the first postnatal week using hGfap-HSV-TK transgenic mice (Delaney, Brenner et al. 1996), the degeneration process in mature mGfap-cre; Dicerflox;flox mice was not simply due to a lack of astrocytes at early postnatal developmental stages.

Figure 3
Dicerlox/lox; mGfap-cre mutant mice had normal cerebellar development but around postnatal week 8–9, they had granule cell apoptosis and Purkinje cell dendrite degeneration. (A) Compared to control mice, end-stage mutant mice brains showed cerebellar ...

In end-stage (P62 for 73.12 line and P70 for 77.6 line) mutant cerebella, Nissl staining showed that inner granule layer (IGL) cell density was dramatically decreased although cerebellar layers and lobes developed normally early on (Figure 3C). To determine whether there was any cell loss at the time of the onset of neurological symptoms, symptomatic mutant mice (P55~P60) cerebellar sections were stained with cresyl violet. The presence of massive, dark condensed nuclei in IGL suggested acute synchronized cell death (Figure 3D). Consistent with the Nissl staining results, terminal deoxynucleotidyl transferase dUTP nick end labeling (TUNEL) assay in brain sections of symptomatic stage mice showed abundant positive signals throughout the cerebellum IGL, but nowhere else in the mutant brain (Figure 3E). Since granule neurons are the most abundant cells in the IGL, we carried out double labeling with TUNEL and a neuronal marker, NeuN. The >90% co-localization of the two markers implied that the majority of granule neurons underwent cell death (Figure 3F). Electron microscopy analyses also demonstrated the presence of a large number of condensed darkened granule cells in symptomatic mutant mice cerebella (Figure 3G). Besides massive granule cell death, although Purkinje cell bodies remained largely intact until late symptomatic stage, they showed disintegration of dendritic arborizations as indicated by immunostaining of calbindin, which labeled Purkinje cell dendrites (Figure 3H). Purkinje dendritic degeneration was further confirmed by Golgi staining (Figure 3I). Moreover, in Purkinje cell dendrites, we observed prominent vacuole formation, darkened cytoplasm and rounded mitochondria, which were indicative of dark cell degeneration (Figure 3J). The observation that major neuronal populations underwent degeneration while the cell-type deleted of Dicer was Gfap positive astroglia indicates a non-cell autonomous effect.

It is noteworthy that Bergmann glia, a major cerebellar astroglial population deleted of Dicer, remained alive and exhibited thickened, swollen processes (Figure 3J). To investigate whether the morphological change of Bergmann glia is a secondary response to neuronal degeneration or a manifestation of primary astrocytic pathology or both, Gfap immunohistochemical analyses were carried out in sagittal cerebellar sections of mice at various developmental stages. While mutant mice seemed to have normal astroglia morphology and Gfap immunointensity during early postnatal cerebellar development (up to P15), mutant Bergmann glia showed increased Gfap immunoreactivity as early as P30 (pre-symptomatic stage) (Figure 4A). At early symptomatic stage (P42), mutant Bergmann glia processes were associated with elevated levels of Gfap expression, conspicuously thickened, and disorganized compared with the fine, perpendicular to the pia oriented Gfap positive glial processes in control mice (Figure 4B and C). In contrast, in IGL astrocytes, both Gfap and S100b staining were decreased (Figure 4D and E) at early symptomatic stage (P42) while Aldh1l1 staining pattern did not change. Furthermore, no obvious change in total cell number (by corresponding nuclear staining) was observed in IGL, nor were there any TUNEL positive cells detected at pre-/early symptomatic stages, suggesting that the decrease of Gfap immunoreactivity in IGL astrocytes did not indicate a loss of IGL astroglia, but more likely reflected changes in glial protein expression in Dicer-deficient astrocytes. These results suggest that the marked morphological abnormality of both IGL astrocytes and Bergmann glia proceeds any obvious behavioral impairments or neuronal death, and therefore may represent early or upstream events in the progression of pathogenesis.

Figure 4
Astroglial morphological changes occurred prior to neurological symptoms. (A) Gfap DAB stainings showed no difference at early postnatal stages (P15) and the earliest morphological changes were observed around P30. (B) Bergman glia in mutant cerebella ...

Deletion of Dicer altered astrocytic transcriptome in pre-symptomatic stage cerebella

To reveal the early molecular changes at the pre-symptomatic stage that might be responsible for more severe neuronal symptoms at the end-stage, we performed whole-genome transcription profiling with four biologically independent pairs of control and mutant cerebella at P30. As shown in Figure 5A, 367 genes were up-regulated and 267 genes were down-regulated consistently in all four pairs of mutant cerebella compared to their littermate controls (false discovery rate (FDR) <0.05). To further dissect relative contributions from different cell types of the cerebellum to the dysregulated gene sets, we cross-referenced our dysregulated gene list to previously annotated databases of cell-type specific genes in various cerebellar glial and neuronal cells (Doyle, Dougherty et al. 2008). This analysis indicated that the majority of dysregulated genes were highly enriched in astrocytic cells (Bergmann glia and astrocytes) while very few neuron-specific genes showed transcriptional changes (Figure 5B). Although we could not exclude the possibility that some dysregulated genes might arise from neuronal cell types, the majority of the transcriptional changes, however, were associated with astrocyte-specific genes. To further reveal the functions of dysregulated genes in mutant cerebellar astrocytes, we next performed gene ontology (GO) analyses. Among the up-regulated genes, which included hallmark genes of reactive astrocytes (Gfap, Vimentin, Tenanscin C etc), 148 genes encoded for glycoproteins, especially genes that functioned in extracellular matrix, cell adhesion and calcium ion binding (Figure 5C). A group of chemotaxis genes were also up-regulated although there was no increase in Iba1+ microglia in mutant cerebella until symptomatic stage, suggesting that these up-regulated cytokine/chemokine genes might serve as signals for later microglia activation. In addition, a group of solute carrier family genes was up-regulated significantly although little was known about their functions in the brain. A group of cell cycle related genes were also up-regulated. In contrast, a cohort of important glial-specific functional genes was down-regulated, which were mostly involved in oxidation reduction, glutathione metabolism, chemical homeostasis and glutamate transport (Figure 5C). Also, a group of synaptic genes were down-regulated, which might be due to secondary neuronal transcriptional changes.

Figure 5
Transcription profiling of control versus mutant mice cerebella at pre-symptomatic stage (P30) showed a cohort of astrocytic genes dysregulated. (A) Heatmap representations of relative changes in gene expression (from four pairs of littermate cerebella) ...

The observation that many immature/ reactive astrocyte genes were up-regulated while astrocytic genes related to mature astrocyte functions were down-regulated in response to Dicer deletion, raised the possibility that Dicer was required for astrocytes to become fully functional during astrocytic maturation process in the first three postnatal weeks. Recent transcriptome analyses of acutely isolated purified astrocytes demonstrate that astrocytes undergo substantial changes in transcriptome from developing (P7–P8) to mature (P17 and after) stages (Cahoy, Emery et al. 2008), indicating that astrocytes at different developmental stages are associated with distinct genetic programs that may determine their functional maturity. To examine whether dysregulated genes in Dicer mutant mice (P30) were associated with specific developmental stages of astrocytes, we cross-referenced Dicer-dependent gene expression changes to lists of genes highly expressed in developing/immature and mature postnatal astrocytes respectively. Interestingly, this analysis indicated that 62 genes were both down-regulated in Dicer mutant and specifically enriched in mature astrocytes, which was significantly higher than that expected by chance (P=7.0×10−15, Fisher’s exact test, representative genes listed in Table 1). For example, GLT1 (also known as Slc1a2), a glial transporter only highly expressed in mature, but not developing/immature astrocytes, was reproducibly down-regulated in absence of Dicer in astrocytes at P30. BC055107, one of the genes most strongly up-regulated during astrocyte development and suggested to maintain cells in a quiescent state (Cahoy, Emery et al. 2008), was also markedly down-regulated in Dicer mutant. Other genes highly enriched in mature astrocytes and down-regulated in Dicer mutant were involved in oxidation reduction and cellular homeostasis pathways. Similarly, 54 genes were both up-regulated in Dicer mutant astrocytes and enriched in developing/immature astrocytes, which was also significantly higher than that expected by chance (P=1.1×10−5, Fisher’s extract test, representative genes listed in Table 2). The representative genes were functionally related to cell cycle (Cdc2a, Ccna2, Ccnd2, Melk etc) and neural precursor cells (Doublecortin, Nedd9, Nestin etc). Conversely, 37 genes enriched in developing astrocytes were also further down-regulated in Dicer mutant (P=0.08). Moreover, only 19 genes enriched in mature astrocytes were found to be up-regulated in Dicer mutant (P=0.67). Thus, Dicer-deficient astrocytes at the mature stage seem to acquire a transcription profiling partially reminiscent of immature/developing astrocytes.

Table 1
Representative genes that are down-regulated in Dicer mutant and enriched in mature astrocytes
Table 2
Representative genes that are up-regulated in Dicer mutant and enriched in immature astrocytes

Quantitative RT-PCR analyses further confirmed that typical reactive gliosis-related extracellular matrix genes, such as Thrombospondin2, Tenascin C, Vimentin and Adamts1 (Figure 5c), were up-regulated in Dicer-deficient cerebella. Tgfb3 is a potential glial-derived factor that is up-regulated in reactive astrocytes (Apelt and Schliebs 2001), which was also up-regulated in mutant cerebella (Figure 5D). By contrast, genes normally expressed in mature astrocytes were down-regulated in Dicer-deficient cerebella. Aqp4, the principal aquaporin in mammalian brain, was expressed in astrocyte foot processes, glia limitans and ependyma. Down-regulation of Aqp4 may alter water transport, K+ kinetics and neuronal activity in the brain (reviewed in (Tait, Saadoun et al. 2008)). Gstm3, a glutathione S transferase involved in reducing oxidation stress, was also down-regulated. The mRNA level of Dao1 (D-amino acid oxidase), an astrocytic protein that catalyzes the degradation of D-serine (Park, Shishido et al. 2006), was significantly down-regulated (Figure 5E). Glial-derived D-serine, together with glutamate, activates NMDA receptor. D-serine level in Dao1 mutant cerebellum is more than 10-fold higher than that in the wild-type (Hamase, Konno et al. 2005; Panatier, Theodosis et al. 2006). Moreover, the only two known astrocytic glutamate transporters responsible for taking up excessive glutamate, GLT-1 (Slc1a2) and GLAST (Slc1a3) were both significantly down-regulated (Figure 5E). Down-regulation of Dao1, GLT-1 and GLAST indicated the possibility of excitotoxicity. In addition, Glul (glutamine synthetase), which converts glutamate to glutamine in astrocytes and has been implicated as molecule potentially involved in epilepsy (Ortinski, Dong et al.), exhibited a modest decrease (Fold change=0.79, FDR=0.14) in mGfap-cre; Dicerflox/flox mice at P30 (pre-symptomatic) compared to wild-type littermates.

Reduced expressions of glutamate transporters and impaired glutamate uptake function

To further test the functional outcome of specific Dicer-deficient astrocytic transcriptome alterations, we focused on examining glutamate transport pathways. Glutamate is the predominant excitatory neurotransmitter in the mammalian CNS that activates cells through AMPA, kainate and/or NMDA receptors. The extracellular concentration of glutamate needs to be kept low to limit tonic activation of the receptors as excessive glutamate receptor activation can easily damage neurons (reviewed in (Sheldon and Robinson 2007)). In the cerebellum where glutamate is a major neurotransmitter, astrocytes provide effective protection of neurons against glutamate excitotoxicity as they clear up excessive extracellular glutamate by active uptake via glutamate transporters GLT-1and GLAST (Chaudhry, Lehre et al. 1995; Lehre, Levy et al. 1995; Rothstein, Dykes-Hoberg et al. 1996). In the cerebellum, GLAST is highly expressed in Bergman glia and GLT-1 is expressed in both Bergman glia and IGL astrocytes. We thus examined protein levels of GLT-1 and GLAST in the cerebella of mice at both pre-symptomatic and symptomatic stages. Western blot analyses showed ~70% decrease of GLT-1 and ~40% decrease of GLAST at P30 (pre-symptomatic stage). With progression of neurological symptoms, protein levels of both GLT-1 and GLAST continued to decrease and became barely detectable at P60 (Figure 6A–D).

Figure 6
Astroglial glutamate uptake pathway is severely compromised in mutant cerebella. (A) and (B) Western blots and quantifications demonstrated that GLT-1 protein level was markedly down-regulated at pre-symptomatic stage and continued to decrease until end-stage. ...

To assess the in vivo glutamate transporter function, we quantified the uptake of radioactively labeled glutamate in synaptosomes prepared from control and mutant mice cerebella at early symptomatic stage (P40) and at late symptomatic stage (P60). We found that glutamate uptake capacity was decreased by ~25% in synaptosomes isolated from P40 mutant cerebella and it was further reduced at P60 (Figure 6E). Collectively, this series of experiments indicate that Dicer deletion in cerebellar astroglial cells impairs astrocytic glutamate transport already at the pre-symptomatic stage, which may directly lead to excitotoxicity of neurons at the late-symptomatic stage.

NMDA receptor mediated tonic conductance significantly increased in mutant cerebellar granule neurons

To directly test the hypothesis that the decrease of glial glutamate transporter expression in mutant mice cerebella may cause a tonic increase in the concentration of glutamate in the extracellular space and affect neuronal physiology, we recorded cerebellar granule cells in acute slices of pre- or early- symptomatic stage (P35~p40) mutant mice and their control littermates before the onset of granule cell apoptosis. At a holding potential of +30 mV and in the presence of extracellular Mg2+, application of the NMDA receptor antagonist D-AP5 at a saturating concentration (50 µM) blocked a tonic current that had a mean conductance of 262 ±31 pS/pF in mutant granule cells (N=7) compared to a mean conductance of 51±9 pS/pF in littermate control granule cells (N=7) (Figure 7A). Application of TBOA (100µM), a broad blocker of both glial and neuronal glutamate transporters, further increased the tonic conductance of both control and mutant granule cells to the same level (776±68 pS/pF for control cells, N=7; 633±71 pS/pF for mutant cells, N=8, Figure 7B). A bootstrap statistical analysis of the TBOA treatment-induced potentiation for the NMDA receptor-mediated conductance calculated showed a significant difference between control and mutant (potentiation fold is about 20 for control and 4 for mutant, Figure 7C). Collectively, these results suggest that at pre- or early-symptomatic stage, although the extracellular glutamate concentration has not reached the ceiling level when all glutamate transporters were blocked by TBOA, the increased ambient glutamate in mutant cerebella has already altered the basal physiology of granule cells with more than a 5-fold increase in NMDA receptor mediated tonic conductance (N=7 for wild type and mutant respectively, P<0.001, two-tailed t-test).

Figure 7
NMDA receptor mediated tonic conductance significantly increased in mutant cerebellar granule neurons. (A) Two representative traces showed the different amplitudes of NMDA receptor mediated tonic currents. Horizontal bars indicated the application of ...


Astrocytic Dicer is essential for normal mature cerebellar neuronal functions

While it is increasingly evident that CNS astrocytes are indispensible for normal brain development, functional differences between immature, mature or reactive astrocytes are not well understood. Using two independent transgenic lines with Dicer deleted in postnatal astroglia, our study provides in vivo evidence that in mature mouse cerebella, normal neuronal functions are highly dependent on astrocytic Dicer. We found that while mGfap-cre; Dicerflox;flox mutant mice had normal early postnatal cerebellar development, they developed ataxia and cerebellar degeneration at a later postnatal stage (P55~P65) with massive granule neuron apoptosis and Purkinje cell dendrite degeneration. Prior to the onset of such neuronal dysfunctions, mutant cerebellar astroglia underwent morphological changes with an altered transcriptome partially reminiscent of a more immature or reactive-like status (Cahoy, Emery et al. 2008). It is worth pointing out that this comparison is only in proximity to the precise cerebella astrocyte development as the reference transcriptome datasets were based on forebrain astrocytes at distinct developmental stages and there are no similar comprehensive transcriptome databases on cerebellar astrocytes yet available. Moreover, we also cross-referenced Dicer-dependent gene expression changes to lists of genes highly expressed in P6 and P30 Bergmann glia respectively (Koirala and Corfas). This analysis revealed a consistent trend as many P30 Bergmann glia enriched genes were down-regulated in Dicer mutant while some P6 Bergmann glia enriched genes were up-regulated in Dicer mutant. Importantly, while these transcriptional changes do not cause immediate cell death of astrocytes themselves, they lead to neuronal dysfunction and degeneration over time. These results indicate that normal mature brain functions requires functionally mature astrocytes and Dicer-dependent pathways may in part regulate such astrocytic maturation processes (Figure 8). Furthermore, the published transcriptome datasets also suggest that transcription profile of in vitro cultured primary astroglia isolated from neonatal rodent brain is more similar to that of immature astrocytes (Cahoy, Emery et al. 2008), suggesting that in vitro cultured astrocytes are not functionally equivalent to in vivo mature astroglia. This poses a challenge to dissecting out downstream pathways affected by Dicer deletion using in vitro cultured neonatal astroglia.

Figure 8
A model showed the essential roles of Dicer in regulating astrocytes maturation and functions. In the maturation process of astrocytes, Dicer dependent pathway repressed genes that were involved in neural progenitor cell lineage, reactive astrocytes and ...

The importance of neuron-glia interaction and astrocytic contribution in neurodegenerative disorders has been well demonstrated in spinocerebellar ataxia, ALS and other diseases (as reviewed in (Ilieva, Polymenidou et al. 2009)). Here we show that deletion of Dicer in astrocytes is sufficient to cause impairment of glutamate transporter pathways in mature astrocytes and cerebellar neuronal degeneration. A previous study showed that expressing mutant ataxin 7 in Bergmann glia caused non-cell autonomous toxicity to Purkinje neurons via down-regulation of GLAST, which provided independent evidence of the importance of such mechanisms in the cerebellum (Custer, Garden et al. 2006). In addition, deletion of the member of the Wnt signaling pathway, adenomatous poliposis coli (APC) in Bergmann glial also leads to non-cell autonomous Purkinje neuron degeneration (Wang, Imura et al.). Our results have thus identified a new regulatory component, the astrocytic Dicer-dependent pathway, of the non-cell autonomous pathogenesis of neurodegeneration. Whether astrocytic miRNA dysregulation might be involved in human neurodegenerative disorders and which specific miRNAs may play major roles awaits further investigation. The potential contributions of astrocytic Dicer-dependent pathways to the progression of spontaneous and severe epilepsy, which are found in the mutant mice, are also of great interest and warrant future investigations.

Distinct Neuronal responses to loss of astrocytic Dicer

Upon deletion of Dicer in postnatal astrocytes, neurons in different brain regions seem to have distinct responses. The cerebellum is particularly susceptible to such insults: cerebellar granule cells undergo massive apoptosis, whereas Purkinje cell dendrites degenerate. Although there are no detectable neuronal apoptosis/death signals in other parts of the brain, it is likely that cortical or hippocampal neurons also have become dysfunctional as indicated by the progression of epilepsy and the large number of reactive astrocytes in cortex and disorganized astrocytes in hippocampus in mutant mice. The difference between the cerebellum and other brain regions may, at least in part, be due to the intrinsic differences between neuronal sub-types. For example, cerebellar granule cells are known to have selective vulnerability to glutamate excitotoxicity. Their axon terminals are predominantly excitatory with glutamate as the major neurotransmitter. Thus, without functional astrocytic glutamate transporters that recycle extracellular glutamate, the accumulation of excessive glutamate further leads to release of additional glutamate from granule cells, rapidly eliciting a cascade of excitotoxic signals. As previously reviewed (Fonnum and Lock 2004), other contributing factors may include the small cell size, the unique NMDA receptor expressions, low-level of calcium-binding proteins and glutathione pathways. Since the astrocytic glutathione metabolism pathway is also affected in Dicer-depleted cerebellar astrocytes, it is possible that the lack of antioxidant pathway may also contribute to the vulnerability of cerebellar granule cells. Furthermore, since glutamate activates glial release of D-serine, which is a co-agonist of NMDA receptor, the sensitivity of cerebellar D-serine level to Dao1 decrease may further contribute to cerebellar susceptibility to excitotoxicity. Another interesting observation is that the central zone (lobules VI–VII) particularly, and to a lesser extent the posterior zone (lobules VIII-dorsal IX) of the cerebellum undergo degeneration first; the anterior zone (lobules I–V) and nodular zone (ventral lobule IX and lobule X) are slower in degeneration progression. The underlying mechanisms will need further investigation.

Heterogeneity of astrocytes

The deletion of Dicer in astrocytes caused different astroglial morphological changes in different brain regions: cerebellar Bergmann glia and cortical astrocytes showed reactive gliosis-like morphology, hippocampal astrocytes were disorganized whereas cerebellar IGL astrocytes showed down-regulated Gfap expression (unpublished observations of J. Tao and Y.E. Sun). These observations are consistent with the notion that astrocytes are heterogeneous and may have different sub-types (as reviewed in (Zhang and Barres)). It is noteworthy that similar to Bergmann glia and IGL astrocytes, hippocampal and cortical astrocytes also show down-regulation of GLT-1 in mutant mice (unpublished observations of J. Tao and Y.E. Sun). This is consistent with a previous report that homozygous GLT-1 null mice have lethal spontaneous seizures (Tanaka, Watase et al. 1997). Therefore, it is possible that the morphological changes may be different in distinct populations of astrocytes, but the underlying glutamate transporter dysregulation remains conserved. A recent study reported that using lentiviral vectors expressing mutant huntingtin protein in mouse striatal astrocytes led to progressive reactive astrogliosis with marked decrease of both GLT-1 and GLAST(Faideau, Kim et al.). In conjunction with our findings, it is tempting to speculate that multiple mutations in protein coding genes or Dicer-dependent miRNA pathways in astrocytes may all contribute to altering glial glutamate transport and gliosis, which further lead to neuronal pathogenesis. Therefore, discovering the Dicer-dependent miRNAs and their downstream mRNA targets in mature astrocytes will have important implications in basic and clinical research.


We thank all the Sun lab members especially Dr. Volkan Coskun for helpful discussions and suggestions. We thank Dr. Sergey A. Krupenko for kindly providing Aldh1L1 antibody, Dr. Thomas Otis for technical advice, Marianne Cilluffo and BRI imaging core facility for help with EM, Dr. Guodong Li, Dr. Bingbing Song and Rose Korsak for technical supports. This work was supported by National Institute of Health Grants EUREKARO1 MH084095 and National Basic Research Program of China (2011CBA01106) to Y.E.S, NIH/NINDS NS049501 to X.W.Y and NS057624 to M.V.S.


  • Apelt J, Schliebs R. Beta-amyloid-induced glial expression of both pro- and anti-inflammatory cytokines in cerebral cortex of aged transgenic Tg2576 mice with Alzheimer plaque pathology. Brain Res. 2001;894(1):21–30. [PubMed]
  • Barres BA. The mystery and magic of glia: a perspective on their roles in health and disease. Neuron. 2008;60(3):430–440. [PubMed]
  • Bartel DP. MicroRNAs: genomics, biogenesis, mechanism, and function. Cell. 2004;116(2):281–297. [PubMed]
  • Bushong EA, Martone ME, et al. Protoplasmic astrocytes in CA1 stratum radiatum occupy separate anatomical domains. J Neurosci. 2002;22(1):183–192. [PubMed]
  • Cahoy JD, Emery B, et al. A transcriptome database for astrocytes, neurons, and oligodendrocytes: a new resource for understanding brain development and function. J Neurosci. 2008;28(1):264–278. [PubMed]
  • Chaudhry FA, Lehre KP, et al. Glutamate transporters in glial plasma membranes: highly differentiated localizations revealed by quantitative ultrastructural immunocytochemistry. Neuron. 1995;15(3):711–720. [PubMed]
  • Christopherson KS, Ullian EM, et al. Thrombospondins are astrocyte-secreted proteins that promote CNS synaptogenesis. Cell. 2005;120(3):421–433. [PubMed]
  • Cobb BS, Nesterova TB, et al. T cell lineage choice and differentiation in the absence of the RNase III enzyme Dicer. J Exp Med. 2005;201(9):1367–1373. [PMC free article] [PubMed]
  • Custer SK, Garden GA, et al. Bergmann glia expression of polyglutamine-expanded ataxin-7 produces neurodegeneration by impairing glutamate transport. Nat Neurosci. 2006;9(10):1302–1311. [PubMed]
  • Davis TH, Cuellar TL, et al. Conditional loss of Dicer disrupts cellular and tissue morphogenesis in the cortex and hippocampus. J Neurosci. 2008;28(17):4322–4330. [PubMed]
  • De Pietri Tonelli D, Pulvers JN, et al. miRNAs are essential for survival and differentiation of newborn neurons but not for expansion of neural progenitors during early neurogenesis in the mouse embryonic neocortex. Development. 2008;135(23):3911–3921. [PMC free article] [PubMed]
  • Delaney CL, Brenner M, et al. Conditional ablation of cerebellar astrocytes in postnatal transgenic mice. J Neurosci. 1996;16(21):6908–6918. [PubMed]
  • Doyle JP, Dougherty JD, et al. Application of a translational profiling approach for the comparative analysis of CNS cell types. Cell. 2008;135(4):749–762. [PMC free article] [PubMed]
  • Dugas JC, Cuellar TL, et al. Dicer1 and miR-219 Are required for normal oligodendrocyte differentiation and myelination. Neuron. 65(5):597–611. [PMC free article] [PubMed]
  • Eroglu C, Allen NJ, et al. Gabapentin receptor alpha2delta-1 is a neuronal thrombospondin receptor responsible for excitatory CNS synaptogenesis. Cell. 2009;139(2):380–392. [PMC free article] [PubMed]
  • Faideau M, Kim J, et al. In vivo expression of polyglutamine-expanded huntingtin by mouse striatal astrocytes impairs glutamate transport: a correlation with Huntington's disease subjects. Hum Mol Genet. 19(15):3053–3067. [PMC free article] [PubMed]
  • Fonnum FE, Lock A. The contributions of excitotoxicity, glutathione depletion and DNA repair in chemically induced injury to neurones: exemplified with toxic effects on cerebellar granule cells. J Neurochem. 2004;88(3):513–531. [PubMed]
  • Freeman MR. Specification and morphogenesis of astrocytes. Science. 330(6005):774–778. [PubMed]
  • Garcia AD, Doan NB, et al. GFAP-expressing progenitors are the principal source of constitutive neurogenesis in adult mouse forebrain. Nat Neurosci. 2004;7(11):1233–1241. [PubMed]
  • Glykys J, Mody I. The main source of ambient GABA responsible for tonic inhibition in the mouse hippocampus. J Physiol. 2007;582(Pt 3):1163–1178. [PubMed]
  • Gregorian C, Nakashima J, et al. PTEN dosage is essential for neurofibroma development and malignant transformation. Proc Natl Acad Sci U S A. 2009;106(46):19479–19484. [PubMed]
  • Halassa MM, Haydon PG. Integrated brain circuits: astrocytic networks modulate neuronal activity and behavior. Annu Rev Physiol. 72:335–355. [PMC free article] [PubMed]
  • Hamase K, Konno R, et al. Sensitive determination of D-amino acids in mammals and the effect of D-amino-acid oxidase activity on their amounts. Biol Pharm Bull. 2005;28(9):1578–1584. [PubMed]
  • He L, Hannon GJ. MicroRNAs: small RNAs with a big role in gene regulation. Nat Rev Genet. 2004;5(7):522–531. [PubMed]
  • Herrmann JE, Imura T, et al. STAT3 is a critical regulator of astrogliosis and scar formation after spinal cord injury. J Neurosci. 2008;28(28):7231–7243. [PMC free article] [PubMed]
  • Hutvagner G, McLachlan J, et al. A cellular function for the RNA-interference enzyme Dicer in the maturation of the let-7 small temporal RNA. Science. 2001;293(5531):834–838. [PubMed]
  • Ilieva H, Polymenidou M, et al. Non-cell autonomous toxicity in neurodegenerative disorders: ALS and beyond. J Cell Biol. 2009;187(6):761–772. [PMC free article] [PubMed]
  • Kim J, Inoue K, et al. A MicroRNA feedback circuit in midbrain dopamine neurons. Science. 2007;317(5842):1220–1224. [PMC free article] [PubMed]
  • Koirala S, Corfas G. Identification of novel glial genes by single-cell transcriptional profiling of Bergmann glial cells from mouse cerebellum. PLoS One. 5(2):e9198. [PMC free article] [PubMed]
  • Lee Y, Ahn C, et al. The nuclear RNase III Drosha initiates microRNA processing. Nature. 2003;425(6956):415–419. [PubMed]
  • Lehre KP, Levy LM, et al. Differential expression of two glial glutamate transporters in the rat brain: quantitative and immunocytochemical observations. J Neurosci. 1995;15(3 Pt 1):1835–1853. [PubMed]
  • Lievens JC, Woodman B, et al. Impaired glutamate uptake in the R6 Huntington's disease transgenic mice. Neurobiol Dis. 2001;8(5):807–821. [PubMed]
  • Oliet SH, Piet R, et al. Control of glutamate clearance and synaptic efficacy by glial coverage of neurons. Science. 2001;292(5518):923–926. [PubMed]
  • Ortinski PI, Dong J, et al. Selective induction of astrocytic gliosis generates deficits in neuronal inhibition. Nat Neurosci. 13(5):584–591. [PMC free article] [PubMed]
  • Panatier A, Theodosis DT, et al. Glia-derived D-serine controls NMDA receptor activity and synaptic memory. Cell. 2006;125(4):775–784. [PubMed]
  • Park HK, Shishido Y, et al. Potential role for astroglial D-amino acid oxidase in extracellular D-serine metabolism and cytotoxicity. J Biochem. 2006;139(2):295–304. [PubMed]
  • Rana TM. Illuminating the silence: understanding the structure and function of small RNAs. Nat Rev Mol Cell Biol. 2007;8(1):23–36. [PubMed]
  • Rothstein JD, Dykes-Hoberg M. Knockout of glutamate transporters reveals a major role for astroglial transport in excitotoxicity and clearance of glutamate. Neuron. 1996;16(3):675–686. [PubMed]
  • Schaefer A, O'Carroll D, et al. Cerebellar neurodegeneration in the absence of microRNAs. J Exp Med. 2007;204(7):1553–1558. [PMC free article] [PubMed]
  • Sheldon AL, Robinson MB. The role of glutamate transporters in neurodegenerative diseases and potential opportunities for intervention. Neurochem Int. 2007;51(6–7):333–355. [PMC free article] [PubMed]
  • Shin D, Shin JY, et al. Dicer ablation in oligodendrocytes provokes neuronal impairment in mice. Ann Neurol. 2009;66(6):843–857. [PMC free article] [PubMed]
  • Sofroniew MV. Molecular dissection of reactive astrogliosis and glial scar formation. Trends Neurosci. 2009;32(12):638–647. [PMC free article] [PubMed]
  • Sofroniew MV, Vinters HV. Astrocytes: biology and pathology. Acta Neuropathol. 119(1):7–35. [PMC free article] [PubMed]
  • Tait MJ, Saadoun S, et al. Water movements in the brain: role of aquaporins. Trends Neurosci. 2008;31(1):37–43. [PubMed]
  • Tanaka K, Watase K, et al. Epilepsy and exacerbation of brain injury in mice lacking the glutamate transporter GLT-1. Science. 1997;276(5319):1699–1702. [PubMed]
  • Volterra A, Meldolesi J. Astrocytes, from brain glue to communication elements: the revolution continues. Nat Rev Neurosci. 2005;6(8):626–640. [PubMed]
  • Wang X, Imura T, et al. Loss of adenomatous polyposis coli in Bergmann glia disrupts their unique architecture and leads to cell nonautonomous neurodegeneration of cerebellar Purkinje neurons. Glia [PMC free article] [PubMed]
  • Yang Y, Vidensky S, et al. Molecular comparison of GLT1+ and ALDH1L1+ astrocytes in vivo in astroglial reporter mice. Glia. 59(2):200–207. [PMC free article] [PubMed]
  • Zhang Y, Barres BA. Astrocyte heterogeneity: an underappreciated topic in neurobiology. Curr Opin Neurobiol [PubMed]
  • Zhao X, He X, et al. MicroRNA-mediated control of oligodendrocyte differentiation. Neuron. 65(5):612–626. [PMC free article] [PubMed]
  • Zhuo L, Theis M, et al. hGFAP-cre transgenic mice for manipulation of glial and neuronal function in vivo. Genesis. 2001;31(2):85–94. [PubMed]