Abstract
Experience-dependent plasticity of synaptic transmission, which represents the cellular basis of learning, is accompanied by morphological changes in dendritic spines. Astrocytic processes are intimately associated with synapses, structurally enwrapping and functionally interacting with dendritic spines and synaptic terminals by responding to neurotransmitters and by releasing gliotransmitters that regulate synaptic function. While studies on structural synaptic plasticity have focused on neuronal elements, the structural–functional plasticity of astrocyte–neuron relationships remains poorly known. Here we show that stimuli inducing hippocampal synaptic LTP enhance the motility of synapse-associated astrocytic processes. This motility increase is relatively rapid, starting <5 min after the stimulus, and reaching a maximum in 20–30 min (t(1/2) = 10.7 min). It depends on presynaptic activity and requires G-protein-mediated Ca2+ elevations in astrocytes. The structural remodeling is accompanied by changes in the ability of astrocytes to regulate synaptic transmission. Sensory stimuli that increase astrocyte Ca2+ also induce similar plasticity in mouse somatosensory cortex in vivo. Therefore, structural relationships between astrocytic processes and dendritic spines undergo activity-dependent changes with metaplasticity consequences on synaptic regulation. These results reveal novel forms of synaptic plasticity based on structural–functional changes of astrocyte–neuron interactions.
Keywords: astrocyte, astrocyte–neuron interactions, dendritic spines, remodeling
Introduction
Experience-induced plasticity of synaptic transmission, which represents the cellular basis of learning, is associated with morphological changes in synapses. Alterations in spine size as well as in density are thought to reflect changes in the strength of synaptic transmission (Maletic-Savatic et al., 1999; Toni et al., 1999; Wilbrecht et al., 2010). Astrocytes are emerging as key regulatory elements involved in synaptic function. They are intimately associated with synapses both structurally through the astrocytic processes that enwrap dendritic spines and presynaptic terminals (Haber et al., 2006; Theodosis et al., 2008), and functionally through their ability to respond to neurotransmitters and release gliotransmitters that modulate synaptic transmission (Volterra and Meldolesi, 2005; Perea et al., 2009; Halassa and Haydon, 2010; Araque et al., 2014). While studies on experience-dependent structural synaptic plasticity have mainly focused on neuronal structures (Lendvai et al., 2000; Yuste and Bonhoeffer, 2004; Holtmaat and Svoboda, 2009), the structural–functional plasticity of astrocyte–neuron relationships and their activity-dependent plasticity are poorly known.
We investigated whether structural relationships between astrocytic processes and dendritic spines undergo activity-dependent plasticity and analyzed the consequences on the astrocyte-induced regulation of synaptic transmission to determine the functional metaplasticity consequences of the structural changes in astrocytic processes at synapses. We found that stimuli that induce long-term potentiation and astrocyte Ca2+ signaling in vitro and in vivo enhance astrocytic process motility, a phenomenon that depends on presynaptic activity and requires G-protein-mediated Ca2+ elevations in astrocytes. This experience-dependent structural remodeling is accompanied by functional changes in the ability of astrocytes to regulate synaptic transmission. Present results reveal a novel form of experience-dependent plasticity based on dynamic structural–functional changes of astrocyte–neuron interactions.
Materials and Methods
All the procedures for handling and killing animals followed the European Commission guidelines (86/609/CEE).
Hippocampal slice preparation.
Hippocampal slices (350–400 μm thick) were obtained from 13- to 18-d-old C57BL/6 wild-type, IP3R2−/− (generously donated by Dr. J Chen; Li et al., 2005) and Thy-1 GFP mice of either sex, as described previously (Araque et al., 2002). Slices were superfused with gassed (95% O2/5% CO2) artificial CSF that contained the following (in mm): 124 NaCl, 2.69 KCl, 1.25 KH2PO4, 2 MgSO4, 26 NaHCO3, 2 CaCl2, and 10 glucose 10, pH 7.3, and included 0.05 mm picrotoxin and 5 mm CGP55845 to block GABA receptors.
In vivo preparation.
Four to 12-week-old mice of either sex were prepared as previously described (Pérez-Alvarez et al., 2013). A cranial window over the somatosensory cortex (−1 mm posterior to bregma and 3.4 mm lateral from midline) was performed. Stimulation of the contralateral whisker pad was achieved applying 100 ms air puffs with a capillary glass. Trains of 150 puffs (5 Hz) were delivered with an interval of 30 s for 5 min. Simultaneously, the tail was pinched with steel forceps at 2 Hz.
Imaging.
Animals were injected intraperitoneally with SR101 (100 mg/kg) 2 h before imaging. An Olympus FV300 laser-scanning confocal microscope was used, as detailed previously (Pérez-Alvarez et al., 2013). Apical dendrites of CA1 pyramidal neurons were imaged in slices including 40 μm Alexa Fluor 488 sodium hydrazide in the recording intracellular solution. In vivo, apical dendrites from layer V pyramidal neurons expressing eGFP were imaged. The dendritic tree and its spines were used as a reference of synaptic structure. Ca2+ levels in astrocytes were monitored using the Ca2+ indicator Fluo-4 AM (1 μg/μl) dissolved in HEPES-buffered saline containing 1% pluronic. Image acquisition rate was 1–2 Hz.
Electrophysiology.
Whole-cell recordings from CA1 pyramidal neurons were performed in slices, as detailed previously (Navarrete et al., 2012). The HFS protocol consisted in four trains at 5 Hz of five stimuli at 40 Hz delivered 10 times at 0.1 Hz. The spike timing-dependent plasticity (STDP) protocol was performed in current-clamp, and EPSPs (1 Hz) were paired (10 ms delay) with action potentials evoked by 3 ms, 1–2 nA current pulses. For in vivo, a monopolar electrode was placed in the barrel-field region (−1 mm posterior to bregma, 3.4 mm lateral from midline, and depth of 50–200 μm below the brain surface) to record the local field potential (LFP). LFP was evoked by stimulation of contralateral whisker pad, which was elicited by two nichrome subcutaneous electrodes (insulated except at the tips) located at the dorsoanterior and caudoposterior edges of the whisker pad.
For statistical analysis we used the Student's t test for normally distributed data or Mann–Whitney as nonparametric test. Statistical significance was assessed at p < 0.05. Error bars in figures indicate SEM.
Results
Synaptic transmission plasticity induces astrocytic process remodeling
We first monitored the morphological dynamics of astrocytic processes associated with dendritic spines in mice hippocampal slices. We intravitally labeled astrocytes with sulforhodamine 101 (SR101; Nimmerjahn et al., 2004; Pérez-Alvarez et al., 2013) and recorded Schaffer collateral (SC)-evoked EPSCs from CA1 pyramidal neurons loaded with Alexa Fluor 488 through the patch pipette (Fig. 1a,b).
We quantified the motility of peridendritic astrocytic processes (PDAPs) adjacent (<5 μm from the reference dendritic axes) to dendritic spines before and after stimulating SC with a train of HFS, which evoked LTP of synaptic transmission (154.0 ± 18.6%; n = 7, p < 0.01; Fig. 1c,d). The percentage of PDAPs that showed a displacement (>0.125 μm from their initial location) was significantly enhanced 10 and 30 min after HFS (34.0 ± 3.5 and 38.2 ± 3.9%, respectively; 884 PDAPs, n = 28 slices) when compared with unstimulated conditions (16.7 ± 2.1 and 16.3 ± 5.1%; 283 PDAPs, n = 6 slices; p < 0.01; Fig. 1e,f). This overall motility increase of PDAPs induced after HFS was not associated with longer displacements of particular processes but with the number of moving PDAPs (mean displacements of PDAPs at 30 min were 0.65 ± 0.10 and 0.55 ± 0.02 μm in unstimulated conditions and after HFS; n = 27 and n = 208, 5 and 22 slices, respectively, p = 0.94; Fig. 1g,h). Of 338 astrocytic processes that showed displacement after HFS, 74% moved away, 14% approached, and 13% moved along the reference neuronal element. The time course of the mean displacements of astrocyte processes after HFS could be fitted to a Boltzmann equation (Dmax = 0.55 μm, slope = 3.8, n = 5; Fig. 1i). Significant displacements occurred as fast as 5 min after HFS, they reached a maximum between 20 and 30 min, and the time at which half of the mean displacements occurred was t(1/2) = 10.7 min. These results indicate that the motility increase of PDAPs induced by HFS was a relatively rapid phenomenon that saturated over time.
We then investigated the cellular origin of the signals involved in the increase in PDAP motility. The enhanced motility was unaffected by the NMDA receptor antagonist d-AP5 (50 μm; 264 PDAPs, n = 5 slices; p < 0.01; Fig. 1j), but was absent in the presence of 1 μm TTX (224 PDAPs, n = 5 slices, p = 0.33; Fig. 1j), indicating that this phenomenon does not require the postsynaptic expression of LTP but depends on presynaptic activity.
Astrocytes sense glutamatergic activity through activation of astrocytic mGluR, which elevates astrocyte Ca2+ (Porter and McCarthy, 1996; Perea and Araque, 2005, 2007; Panatier et al., 2011). Group I mGluR antagonists (MPEP 50 μm and LY367385 100 μm) prevented the PDAP motility increase (165 PDAPs, n = 5 slices, p = 0.98; Fig. 1j) without affecting the HFS-induced LTP (180.0 ± 25.6%; n = 4, p < 0.05), suggesting that glutamate released during HFS enhanced PDAP motility through activation of astrocytic mGluRs. We then tested whether the astrocyte Ca2+ signal induced by activation of mGluRs was necessary to increase PDAP motility using IP3-receptor type 2-deficient mice (IP3R2−/−), in which G-protein-mediated Ca2+ mobilization is impaired in astrocytes (Petravicz et al., 2008; Di Castro et al., 2011; Navarrete et al., 2012). The activity-dependent PDAP motility enhancement was absent in slices from IP3R2−/− mice (264 PDAPs, n = 6 slices, p = 0.19; Fig. 1j). These results indicate that PDAP motility was controlled by presynaptic activity, activation of astrocytic mGluRs, and astrocyte Ca2+ elevations.
LTP induced by STDP correlates with astrocytic process remodeling
We then asked whether PDAP motility was also sensitive to other induction paradigms of synaptic plasticity. We used an STDP paradigm consisting in pairing presynaptic stimuli with postsynaptic action potentials (Markram et al., 1997), while monitoring PDAP movement. The STDP-induced LTP (186.5 ± 12.4%; n = 5, p < 0.01; Fig. 2a,b) was accompanied by an enhancement of the proportion of PDAPs displaced from the original location compared with unstimulated slices (32.7 ± 8.2 and 16.7 ± 2.1%, respectively, at 10 min; and 38.6 ± 7.8 and 16.3 ± 5.1%, respectively, at 30 min; 117 and 283 PDAPs, n = 5 and n = 6 slices, respectively, p < 0.05; Fig. 2c,d). The increase in the proportion of displaced PDAPs was therefore similar after inducing synaptic plasticity with STDP or HFS paradigms (38.6 ± 7.8 and 38.2 ± 3.9% at 30 min; 117 and 884 PDAPs, n = 5 and n = 28 slices, respectively, p = 0.96). Moreover, the STDP-induced enhancement of PDAP motility was also absent in IP3R2−/− mice (21.2 ± 4.0 and 14.1 ± 3.0% unstimulated and STDP stimulated slices at 30 min; 264 and 123 PDAPs, n = 6 and n = 5 slices, respectively, p = 0.19; Fig. 2e,f), indicating that this phenomenon requires astrocyte Ca2+ mobilization from internal stores. These results indicate that PDAP motility enhancement associated with synaptic plasticity is a general phenomenon that does not depend on specific stimulus paradigms.
Synaptic transmission is modulated by the activity-dependent motility of astrocytic PDAPs
We next investigated whether the activity-dependent motility of PDAPs resulted in changes in astrocytic ability to modulate synaptic transmission. We used an experimental paradigm known to induce astrocyte-mediated synaptic modulation, i.e., endocannabinoids (ECBs) released from depolarized neurons stimulate the astrocyte Ca2+ signal that leads to a transient enhancement of synaptic efficacy at single CA3–CA1 synapses (Navarrete and Araque, 2008, 2010). We performed paired recordings from CA1 pyramidal neurons, monitored astrocyte Ca2+, and stimulated SC using the minimal stimulation technique that activates single presynaptic fibers (Dobrunz and Stevens, 1997; Perea and Araque, 2007; Navarrete and Araque, 2010; Navarrete et al., 2012). We depolarized one pyramidal neuron (to 0 mV for 5 s) to stimulate ECB release and monitored synaptic transmission parameters at synapses in the other neuron (Navarrete and Araque, 2010). We applied a first neuronal depolarization (first ND) to assess that the recorded synapses showed the transient ECB-induced, astrocyte-mediated synaptic potentiation. We then applied the HFS paradigm to induce LTP, and 30 min after the LTP induction we applied a second ND to test whether the astrocyte-induced synaptic modulation was altered (Fig. 3). In the absence of HFS, the transient enhancement of synaptic efficacy evoked by the first ND (delivered at the beginning of the recordings) was similar to that evoked by the second ND (delivered 30 min later; mean transient potentiations of synaptic efficacy were 161.7 ± 13.2% for first ND and 165.0 ± 17.7% for second ND from basal values; n = 7). In contrast, the astrocyte-mediated, synaptic efficacy enhancement induced by the first ND was not reproduced by the second ND delivered 30 min after inducing LTP with either HFS (167.8 ± 10.2 vs 108.4 ± 5.3%) or STDP (158.7 ± 5.3 vs 112.0 ± 10.0%, n = 7 and n = 5, p < 0.01 and p < 0.05, respectively; Fig. 3b–d). Similar astrocyte Ca2+ signals were evoked by the first and second NDs (111 astrocytes from n = 11 unstimulated slices and 71 astrocytes from n = 8 HFS slices, p < 0.01; Fig. 3e–g), indicating that differences in the astrocyte-induced synaptic modulation are mediated by plastic changes of regulatory mechanisms downstream the astrocyte Ca2+ signal. Furthermore, the failure of the second ND to induce synaptic potentiation was not due to a saturation of LTP mechanisms, because stimulating synapses with a second train of HFS delivered 30 min after inducing LTP with an initial train could still further enhance the synaptic efficacy (synaptic efficacy potentiation from basal: 180.6 ± 16.8% for first HFS and 249.4 ± 43.6% for second HFS; n = 4, p < 0.01 and p < 0.05, respectively; Fig. 3h,i). Therefore, the astrocyte ability to regulate synaptic transmission was impaired after inducing LTP, suggesting that consolidated synapses that experienced synaptic plasticity were less sensitive to astrocyte regulation.
In vivo sensory stimulation correlates with astrocytic process remodeling
We investigated whether activity-dependent plasticity of structural interactions between astrocyte processes and dendritic spines occurs upon sensory stimulation in primary somatosensory cortex in vivo. We simultaneously monitored SR101-stained PDAPs (Pérez-Alvarez et al., 2013) and dendritic spines in Thy1-eGFP-M mice (Feng et al., 2000; Pérez-Alvarez et al., 2013), as well as astrocyte Ca2+. We first confirmed that sensory stimulation induced LTP in layer V of primary somatosensory cortex (Takata et al., 2011; 119 ± 3.4%; n = 5, p < 0.05; Fig. 4a–e). Sensory stimulation significantly enhanced the proportion of PDAPs that showed a displacement from their original position when compared with unstimulated animals (38.7 ± 7.5 and 12.9 ± 4.1% at 30 min; 103 and 145 PDAPs, n = 4 and n = 6 mice, respectively, p < 0.05; Fig. 4f–h). A few astrocytes from IP3R2−/− mice responded with small calcium elevations at the soma (9 of 67 astrocytes showed ΔF = 8 ± 2%, whereas in wild-type mice 77 of 85 astrocytes showed ΔF = 142 ± 10%), suggesting additional IP3R2-independent mechanisms underlying Ca2+ elevations but with relatively minor contribution (Shigetomi et al., 2013). It also transiently increased intracellular Ca2+ levels in astrocytic somas (Wang et al., 2006; Navarrete et al., 2012) as well as in processes in Thy1-eGFP-M mice (85 astrocytes, n = 4 mice, p < 0.001), but failed to induce Ca2+ changes in IP3R2−/− × Thy1-eGFP-M mice (67 astrocytes, n = 3 mice, p = 0.23; Fig. 4i–k). Consistent with results obtained in slices, PDAP motility increase was prevented by the group I mGluR antagonists MPEP + LY367385 (5 mg/kg, i.p. injected; 176 PDAPs, n = 8 mice, p = 0.24) and was absent in IP3R2−/−xThy1-eGFP-M mice (90 PDAPs, n = 4 mice, p = 0.66; Fig. 4g), indicating that sensory stimulation-induced PDAP motility increase depends on mGluR activation and requires astrocyte Ca2+ elevations. These results indicate that structural arrangement between astrocyte processes and dendritic spines undergo activity-dependent plasticity in vivo. Furthermore, the fact that this plasticity was observed in adult animals indicates that it is not exclusively a developmental phenomenon but that it may also serve as a cellular mechanism underlying learning and memory.
Discussion
Our results show that structural relationships between dendritic spines and astrocytic processes are activity-dependent regulated, and are associated with synaptic plasticity phenomena accompanied by metaplasticity consequences on the astrocytic regulation of synaptic transmission. This phenomenon does not depend on postsynaptic expression of synaptic plasticity but requires presynaptic activity, mGluR activation, and astrocyte Ca2+ signaling. These structural changes might account for the observed changes in the synaptic regulation by astrocytes; however, present findings do not provide evidence for a direct causal relationship of both phenomena and alternative mechanisms might be involved.
The coverage of synapses by astrocytic processes may change under different physiological conditions (Theodosis et al., 2008; Tanaka et al., 2013). 3D reconstructions of the hippocampal neuropil have shown that astrocyte coverage is higher in thin spines than in larger spines (Medvedev et al., 2014). Other studies have shown that a subset of synapses in stimulated brain areas appear to have a greater ability to attract astrocytic membrane, possibly reflecting enhanced neuronal activity and adaptation of glutamate uptake (Lushnikova et al., 2009). A more recent report showed that astrocytes actively engulf and phagocytose weak synapses in the retinogeniculate system, participating in synapse remodeling and neural circuit refinement (Chung et al., 2013). Our results provide further evidence of morphological changes of astrocytic processes, revealing that such dynamic phenomena (1) occur in a relatively fast temporal scale, (2) are controlled by synaptic plasticity events, and (3) may in turn, alter the astrocytic impact on synaptic efficacy.
Present findings showing plasticity of the structural and functional relationships between astrocytic processes and dendritic spines expand the idea that changes of neuronal elements represent the cellular basis of learning, including astrocyte processes as additional elements underlying experience-induced plasticity. Our results reveal an additional mechanism with relevant consequences in refining the structural and functional connectivity of the brain during development as well as in learning and memory.
Footnotes
This work was supported by grants from MINECO (BFU2010-15832, CSD2010-00045) and Cajal Blue Brain (to A.A.), MINECO (BFU2011-26339) and INCRECyT project from European Social Fund, JCCM, and PCyTA (to E.D.M.). A.P.-A. is a recipient of a Long Term EMBO Fellowship. We thank G. Perea and R. Gómez for helpful comments and B. Pro for technical assistance.
The authors declare no competing financial interests.
References
- Araque A, Martín ED, Perea G, Arellano JI, Buño W. Synaptically released acetylcholine evokes Ca2+ elevations in astrocytes in hippocampal slices. J Neurosci. 2002;22:2443–2450. doi: 10.1523/JNEUROSCI.22-07-02443.2002. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Araque A, Carmignoto G, Haydon PG, Oliet SH, Robitaille R, Volterra A. Gliotransmitters travel in time and space. Neuron. 2014;81:728–739. doi: 10.1016/j.neuron.2014.02.007. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Chung WS, Clarke LE, Wang GX, Stafford BK, Sher A, Chakraborty C, Joung J, Foo LC, Thompson A, Chen C, Smith SJ, Barres BA. Astrocytes mediate synapse elimination through MEGF10 and MERTK pathways. Nature. 2013;504:394–400. doi: 10.1038/nature12776. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Di Castro MA, Chuquet J, Liaudet N, Bhaukaurally K, Santello M, Bouvier D, Tiret P, Volterra A. Local Ca2+ detection and modulation of synaptic release by astrocytes. Nat Neurosci. 2011;14:1276–1284. doi: 10.1038/nn.2929. [DOI] [PubMed] [Google Scholar]
- Dobrunz LE, Stevens CF. Heterogeneity of release probability, facilitation, and depletion at central synapses. Neuron. 1997;18:995–1008. doi: 10.1016/S0896-6273(00)80338-4. [DOI] [PubMed] [Google Scholar]
- Feng G, Mellor RH, Bernstein M, Keller-Peck C, Nguyen QT, Wallace M, Nerbonne JM, Lichtman JW, Sanes JR. Imaging neuronal subsets in transgenic mice expressing multiple spectral variants of GFP. Neuron. 2000;28:41–51. doi: 10.1016/S0896-6273(00)00084-2. [DOI] [PubMed] [Google Scholar]
- Haber M, Zhou L, Murai KK. Cooperative astrocyte and dendritic spine dynamics at hippocampal excitatory synapses. J Neurosci. 2006;26:8881–8891. doi: 10.1523/JNEUROSCI.1302-06.2006. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Halassa MM, Haydon PG. Integrated brain circuits: astrocytic networks modulate neuronal activity and behavior. Annu Rev Physiol. 2010;72:335–355. doi: 10.1146/annurev-physiol-021909-135843. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Holtmaat A, Svoboda K. Experience-dependent structural synaptic plasticity in the mammalian brain. Nat Rev Neurosci. 2009;10:647–658. doi: 10.1038/nrn2699. [DOI] [PubMed] [Google Scholar]
- Lendvai B, Stern EA, Chen B, Svoboda K. Experience-dependent plasticity of dendritic spines in the developing rat barrel cortex in vivo. Nature. 2000;404:876–881. doi: 10.1038/35009107. [DOI] [PubMed] [Google Scholar]
- Li X, Zima AV, Sheikh F, Blatter LA, Chen J. Endothelin-1-induced arrhythmogenic Ca2+ signaling is abolished in atrial myocytes of inositol-1,4,5-trisphosphate(IP3)-receptor type 2-deficient mice. Circ Res. 2005;96:1274–1281. doi: 10.1161/01.RES.0000172556.05576.4c. [DOI] [PubMed] [Google Scholar]
- Lushnikova I, Skibo G, Muller D, Nikonenko I. Synaptic potentiation induces increased glial coverage of excitatory synapses in CA1 hippocampus. Hippocampus. 2009;19:753–762. doi: 10.1002/hipo.20551. [DOI] [PubMed] [Google Scholar]
- Maletic-Savatic M, Malinow R, Svoboda K. Rapid dendritic morphogenesis in CA1 hippocampal dendrites induced by synaptic activity. Science. 1999;283:1923–1927. doi: 10.1126/science.283.5409.1923. [DOI] [PubMed] [Google Scholar]
- Markram H, Lübke J, Frotscher M, Sakmann B. Regulation of synaptic efficacy by coincidence of postsynaptic APs and EPSPs. Science. 1997;275:213–215. doi: 10.1126/science.275.5297.213. [DOI] [PubMed] [Google Scholar]
- Medvedev N, Popov V, Henneberger C, Kraev I, Rusakov DA, Stewart MG. Glia selectively approach synapses on thin dendritic spines. Philos Trans R Soc B. 2014 doi: 10.1098/rstb.2014.0047. in press. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Navarrete M, Araque A. Endocannabinoids mediate neuron-astrocyte communication. Neuron. 2008;57:883–893. doi: 10.1016/j.neuron.2008.01.029. [DOI] [PubMed] [Google Scholar]
- Navarrete M, Araque A. Endocannabinoids potentiate synaptic transmission through stimulation of astrocytes. Neuron. 2010;68:113–126. doi: 10.1016/j.neuron.2010.08.043. [DOI] [PubMed] [Google Scholar]
- Navarrete M, Perea G, Fernandez de Sevilla D, Gómez-Gonzalo M, Núñez A, Martin ED, Araque A. Astrocytes mediate in vivo cholinergic-induced synaptic plasticity. PLoS Biol. 2012;10:e1001259. doi: 10.1371/journal.pbio.1001259. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Nimmerjahn A, Kirchhoff F, Kerr JN, Helmchen F. Sulforhodamine 101 as a specific marker of astroglia in the neocortex in vivo. Nat Methods. 2004;1:31–37. doi: 10.1038/nmeth706. [DOI] [PubMed] [Google Scholar]
- Panatier A, Vallée J, Haber M, Murai KK, Lacaille JC, Robitaille R. Astrocytes are endogenous regulators of basal transmission at central synapses. Cell. 2011;146:785–798. doi: 10.1016/j.cell.2011.07.022. [DOI] [PubMed] [Google Scholar]
- Perea G, Araque A. Properties of synaptically evoked astrocyte calcium signal reveal synaptic information processing by astrocytes. J Neurosci. 2005;25:2192–2203. doi: 10.1523/JNEUROSCI.3965-04.2005. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Perea G, Araque A. Astrocytes potentiate transmitter release at single hippocampal synapses. Science. 2007;317:1083–1086. doi: 10.1126/science.1144640. [DOI] [PubMed] [Google Scholar]
- Perea G, Navarrete M, Araque A. Tripartite synapses: astrocytes process and control synaptic information. Trends Neurosci. 2009;32:421–431. doi: 10.1016/j.tins.2009.05.001. [DOI] [PubMed] [Google Scholar]
- Pérez-Alvarez A, Araque A, Martín ED. Confocal microscopy for astrocyte in vivo imaging: recycle and reuse in microscopy. Front Cell Neurosci. 2013;7:51. doi: 10.3389/fncel.2013.00051. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Petravicz J, Fiacco TA, McCarthy KD. Loss of IP3 receptor-dependent Ca2+ increases in hippocampal astrocytes does not affect baseline CA1 pyramidal neuron synaptic activity. J Neurosci. 2008;28:4967–4973. doi: 10.1523/JNEUROSCI.5572-07.2008. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Porter JT, McCarthy KD. Hippocampal astrocytes in situ respond to glutamate released from synaptic terminals. J Neurosci. 1996;16:5073–5081. doi: 10.1523/JNEUROSCI.16-16-05073.1996. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Shigetomi E, Jackson-Weaver O, Huckstepp RT, O'Dell TJ, Khakh BS. TRPA1 channels are regulators of astrocyte basal calcium levels and long-term potentiation via constitutive D-serine release. J Neurosci. 2013;33:10143–10153. doi: 10.1523/JNEUROSCI.5779-12.2013. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Takata N, Mishima T, Hisatsune C, Nagai T, Ebisui E, Mikoshiba K, Hirase H. Astrocyte calcium signaling transforms cholinergic modulation to cortical plasticity in vivo. J Neurosci. 2011;31:18155–18165. doi: 10.1523/JNEUROSCI.5289-11.2011. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Tanaka M, Shih PY, Gomi H, Yoshida T, Nakai J, Ando R, Furuichi T, Mikoshiba K, Semyanov A, Itohara S. Astrocytic Ca2+ signals are required for the functional integrity of tripartite synapses. Mol Brain. 2013;6:6. doi: 10.1186/1756-6606-6-6. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Theodosis DT, Poulain DA, Oliet SH. Activity-dependent structural and functional plasticity of astrocyte-neuron interactions. Physiol Rev. 2008;88:983–1008. doi: 10.1152/physrev.00036.2007. [DOI] [PubMed] [Google Scholar]
- Toni N, Buchs PA, Nikonenko I, Bron CR, Muller D. LTP promotes formation of multiple spine synapses between a single axon terminal and a dendrite. Nature. 1999;402:421–425. doi: 10.1038/46574. [DOI] [PubMed] [Google Scholar]
- Volterra A, Meldolesi J. Astrocytes, from brain glue to communication elements: the revolution continues. Nat Rev Neurosci. 2005;6:626–640. doi: 10.1038/nrn1722. [DOI] [PubMed] [Google Scholar]
- Wang X, Lou N, Xu Q, Tian GF, Peng WG, Han X, Kang J, Takano T, Nedergaard M. Astrocytic Ca2+ signaling evoked by sensory stimulation in vivo. Nat Neurosci. 2006;9:816–823. doi: 10.1038/nn1703. [DOI] [PubMed] [Google Scholar]
- Wilbrecht L, Holtmaat A, Wright N, Fox K, Svoboda K. Structural plasticity underlies experience-dependent functional plasticity of cortical circuits. J Neurosci. 2010;30:4927–4932. doi: 10.1523/JNEUROSCI.6403-09.2010. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Yuste R, Bonhoeffer T. Genesis of dendritic spines: insights from ultrastructural and imaging studies. Nat Rev Neurosci. 2004;5:24–34. doi: 10.1038/nrn1300. [DOI] [PubMed] [Google Scholar]