Abstract
The persistence and input specificity of long-term potentiation (LTP) make it attractive as a mechanism of information storage. In its initial phase, both in vivo and in vitro studies have shown that LTP is associated with increased membrane localization of AMPA receptor subunits, but the molecular basis of LTP maintenance over the long-term is still unclear. We have previously shown that expression of AMPA and NMDA receptor subunits is elevated in whole homogenates prepared from dentate gyrus 48 h after LTP induction in vivo. In the present study, we utilized laser microdissection (LMD) techniques to determine whether AMPA and NMDA receptor upregulation occurs specifically in the stimulated regions of the dentate gyrus dendritic arbor. Receptor proteins GluN1, GluA1 and GluA2, as well as postsynaptic density protein of 95 kDa and tubulin were detected by Western blot analysis in microdissected samples. Gradients of expression were observed for GluN1 and GluA2, decreasing from the inner to the outer zones of the molecular layer, and were independent of LTP. When induced at medial perforant path synapses, LTP was associated with an apparent specific redistribution of GluA1 and GluN1 to the middle molecular layer that contains these synapses. These data indicate that glutamate receptor proteins are delivered specifically to dendritic regions possessing LTP-expressing synapses, and that these changes are preserved for at least 48 h.
Introduction
Long-term potentiation (LTP) is a persistent increase in the efficiency of synaptic transmission following high-frequency or patterned stimulation of input pathways. LTP persists for days or months in the rat dentate gyrus in vivo [1], [2]and it is this persistence, in addition to other properties such as input specificity and associativity, that supports LTP as a candidate mechanism for information storage at mammalian synapses [3], [4]. The mechanisms that mediate the induction and early expression of LTP are increasingly well-described, including the activation, modification and recruitment of postsynaptic ionotropic glutamate receptors. As it is the long-lasting nature of LTP that gives its relevance to long-term information storage, it is important to understand the late expression and maintenance of LTP; yet the molecular events that underlie persistent LTP are poorly understood.
It has been shown using in vitro models that one mechanism underlying the early phase of LTP is the rapid membrane insertion of α-amino-3-hydroxy-5-methylisoxazole propionate receptors (AMPARs) consisting of GluA1 and GluA2-type subunits [5], [6], [7], although this has not been observed in all systems [8]. Correspondingly, increased numbers of immunogold-labelled AMPARs are present at perforant path synapses 75 min following induction of LTP in the dentate gyrus of anaesthetized rats [9], while increased levels of the GluA1 and GluA2 AMPAR subunits occur 20 min after the induction of LTP in the dentate gyrus of awake animals [10]. In these latter experiments, we observed protein synthesis-independent increases in GluA1 and GluA2 expression in synapse-enriched biochemical fractions (synaptoneurosomes) and surface membranes, while only GluA1 was elevated in isolated postsynaptic densities (PSDs). These data are strongly suggestive of an important role for homomeric GluA1 receptors in the early period following LTP induction.
Late-phase LTP (LTP2 and LTP3) in vivo requires de novo protein synthesis [11],[12],[13] and we have shown that 48 h post-induction, LTP is associated with increased overall expression of GluA1 and GluA2 protein in the dentate gyrus [14], but no change in their expression in synaptoneurosome surface membrane or PSD fractions. This is in contrast to our observations at 20 min post-LTP and raises the question as to why the pattern of receptor expression changes across time. As our analyses were carried out using whole dentate gyri, one explanation is that heterosynaptic long-term depression (LTD) occurring at non-stimulated synapses obscures changes at LTP-expressing synapses [15], [16], [17]. This hypothesis is supported by reports that homosynaptic LTD is mediated by removal of AMPARs from synapses ([18], [19] but see [20], [21]).
To determine whether glutamate receptor expression changes specifically in the region of the LTP-stimulated synapses, we first induced LTP at granule cell synapses of medial perforant path afferents, and then used laser microdissection (LMD) to separately remove the termination zones of the medial and lateral perforant paths in the middle and outer thirds of the granule cell dendritic arbors, respectively. LMD, in which an ultraviolet laser is used to dissect areas of interest from tissue sections, has been used extensively for the analysis of nucleic acids [22], [23]. In contrast, because large amounts of dissected material are required for the analysis of protein expression, only two protein-based studies have been carried out previously in the rat dentate gyrus, where expression of the highly abundant components of the actin cytoskeleton [24] and caspase enzyme expression in granule cells were investigated [25]. Here, we show that AMPAR and N-methyl-D-aspartate receptor (NMDAR) proteins can be detected using Western blot analysis in microdissected tissue, and that layer-specific changes in AMPAR and NMDAR protein expression are observed 48 h after LTP induction.
Materials and Methods
Surgery
All experiments were conducted on perforant path-dentate gyrus synapses in adult male Sprague-Dawley rats (400–550 g, ∼4 months old at the time of surgery), using surgical protocols approved by the University of Otago Animal Ethics Committee and in accord with New Zealand animal welfare legislation. After ketamine (75 mg/kg, i.p.) and domitor (0.5 mg/kg, i.p.) anaesthesia, surgery and chronic placement of electrodes were carried out as previously described [26]. Briefly, Teflon-coated 75 μm monopolar stainless steel stimulating electrodes were implanted in the angular bundle to separately activate the medial and lateral perforant path fibres (4 mm and 5 mm lateral to lambda, respectively), and recording electrodes implanted in the hilus of the dentate gyrus (3.8 mm posterior and 2.5 mm lateral to bregma).
Electrophysiology
Animals were allowed 2 weeks to recover from surgery, and the quality of evoked field excitatory postsynaptic potentials (fEPSPs) was assessed; recordings were considered usable if the medial path fEPSP slope ≥ 3.5 mV/ms when evoking a 2–4 mV population spike and lateral path fEPSP amplitude ≥ 4 mV, both in response to stimulus currents ≤500 μA. Baseline recordings at 0.1–0.067 Hz were made in response to 150 μs duration pulses alternating between the medial and lateral paths. The baseline stimulus strengths used were sufficient to elicit a 2–4 mV population spike in the medial path, and a 4–5 mV fEPSP in the lateral path.
Experimental animals underwent bilateral surgery and a unilateral tetanization paradigm, consisting of 50 trains of 10 pulses at baseline stimulation current intensity, 250 μs pulse duration at 400 Hz, presented in five-train bursts at 1 Hz with an inter-burst interval of 1 min. This paradigm has been successfully used to induce LTP in the medial path and heterosynaptic LTD in the lateral path [26], [27]. For 20 min following the last train, and at 24 h and 48 h post-tetanization, responses were recorded and the mean of the last 20 responses determined. Criteria for LTP in the medial path were ≥ 15% increase in fEPSP, and ≥ 50% increase in population spike at the 48 h time-point, while the criterion for LTD in the lateral path was a depression of ≥ 15% in fEPSP at the 48 h time-point. Animals were anaesthetised with halothane immediately following 48 h recordings, and decapitated; brains were removed and transferred to dry ice-chilled isopentane. Once frozen, brains were removed from isopentane and stored at −80°C prior to cryosectioning.
Cryosectioning and Laser Microdissection
Frozen brains were thawed to −15°C in a cryostat chamber (CM3050 S, Leica Microsystems, Wetzler, Germany). Coronal sections (35 μm) were cut from posterior to anterior between approximately bregma −4.6 mm and bregma −2.6 mm and thaw-mounted onto polyethylene napthalate membrane-coated LMD slides (Leica Microsystems). Slides were air-dried for 45 min under a fume hood at room temperature. Sections were then stained for 2 min in thionin (0.05% w/v thionin, sodium acetate 0.15 M, acetic acid 0.1 M) and then washed (2 × 1 min) in distilled water. Thionin-stained sections were stored at −20°C prior to LMD.
Sections were air-dried for 45 min prior to microdissection as this was found to improve the effectiveness of laser cutting through the tissue. The inner, middle and outer thirds of the dentate gyrus molecular layer and the granule cell layer were dissected from cryosections using an ASLMD laser microdissecting microscope (Leica Microsystems). Processing of a set of sections from an individual animal encompassed three to four sessions of LMD; after each session, lysis buffer (1% sodium dodecyl sulfate (SDS), Tris 62.5 mM, dithiothreitol 100 mM) was added to the caps of 0.5 mL microcentrifuge tubes in which LMD tissue was collected. A short centrifugation step collected the tissue and buffer at the bottom of tubes, after which the tissue was bath-sonicated for 5 min, and incubated at 99°C for 5 min. Sonicated samples were stored at −80°C. A number of LMD sessions were required to complete processing of an individual subject, and samples from each session for individual subjects were pooled to give one sample per hemisphere per animal (30 sections) for each dissected region. Material collected was sufficient for three SDS-polyacrylamide electrophoresis (SDS-PAGE) experiments per animal. Samples were either stored at −80°C after pooling prior to SDS-PAGE or aliquots were taken for immediate SDS-PAGE.
Western Blot Analysis
LMD samples were separated by SDS-PAGE (9%) and transferred to nitrocellulose membrane (Schleicher and Schuell). Membranes were probed either with an antibody recognising GluA1 (Upstate, 05–855), GluA2 (Zymed, 32-0300), GluN1 (Zymed, 32-0500), PSD-95 (BD Transduction, 610496), and α-tubulin (Abcam, AB4074). Antibody binding was detected using Supersignal Pico West (Pierce) and immunoreactivity quantified by densitometry [10], [28], [29]. GluA1, GluA2 and GluN1 were reliably detected in all fractions except the granule cell layer. Tubulin was detected in all fractions.
Statistical Analysis
Within hemisphere comparisons
Data for the middle molecular layer (MML) and outer molecular layer (OML) in an individual hemisphere were determined relative to the corresponding inner molecular layer (IML) (Fig. 3B, 4B, 5B). In some analyses, these data were normalised to tubulin. As we observed a gradient in tubulin expression across the molecular layer, analyses were also carried out without tubulin normalisation. These data sets, which encompassed all animals for each antibody, were subjected to two-way mixed-model analysis of variance, followed by Bonferroni test for multiple comparisons when appropriate.
Across hemisphere comparisons
Data for individual subregions microdissected from the tetanised hemisphere were normalised to tubulin and expressed relative to the values determined for the corresponding subregion in the matched contralateral control hemisphere (e.g. tetanised MML versus control MML; Fig. 3C, 4C, 5C). Data were subjected to two-tailed Student's t-tests.
In all instances, data were generated by within-gel comparison of samples and are reported as mean ± SEM with a probability level of ≤ 0.05 accepted as statistically significant.
Results
Synaptic proteins can be detected in laser microdissected dentate gyrus tissue
In order to establish whether synaptic proteins can be detected in LMD tissue using Western blot analysis, frozen cryosections (35 μm thickness) were cut from a naïve rat brain and stained with thionin. Tissue from four subregions of the dentate gyrus was microdissected from 10 alternate sections, namely the middle molecular layer (MML) and granule cell layer (GCL) (Fig. 1A), and the outer and inner molecular layer (OML and IML, respectively) from the corresponding alternate sections (Fig. 1B), giving 20 sections in all. Tissue fragments were collected in dry microcentrifuge tubes and solubilised prior to SDS-PAGE and Western blot analysis. Synaptic proteins GluA1, GluA2, GluN1 (aka NR1) (Fig. 3, 4, 5), postsynaptic density protein of 95 kDa (PSD-95; Fig. 1C) and the cytoskeleton protein tubulin (Fig. 1,2) were all detected in microdissected synaptic samples, while only tubulin was reliably detected in the GCL (data not shown). In subsequent experiments, microdissected tissue from 30 sections was pooled for each individual animal, being sufficient for three SDS-PAGE experiments.
Tubulin expression is greater in proximal versus distal dendritic zones
While in previous studies we used protein quantification assays to normalise the amount of sample compared by SDS-PAGE, the low protein yields from microdissected tissue made this impractical. Tubulin, as a component protein of dendritic and axonal microtubules, was considered a useful candidate as a loading control. In naïve rats, tubulin levels in tissue layers microdissected from the left and right dentate gyrus were assessed by Western blot, and normalised arbitrarily to the expression level in the left IML (Fig. 1C,D). No differences were detected between hemispheres in any layer (n = 4; two-way ANOVA; Fig. 1D) but a layer specific effect was found using a two-way mixed-model ANOVA (p<0.01), where the levels of tubulin detected in the OML were significantly lower than the IML and MML (one-way ANOVA p< 0.05).
Tubulin expression is not altered 48 h after LTP induction
Unilateral high-frequency stimulation (HFS) of the medial perforant path [27] induced a robust potentiation of the fEPSP measured 20 min post-induction at MML synapses (26 ± 4% over baseline, p<0.01) that persisted to 48 h (20 ± 4%, p<0.01, n = 8; Fig. 2A). Heterosynaptic depression was simultaneously induced at lateral path synapses (20 min fEPSP: −35 ± 5%, p<0.01; 48 h fEPSP: −24 ± 4%, p<0.01, n = 8; Fig. 2A) by the stimulation paradigm.
Tubulin expression in the dentate gyrus molecular layers was compared between control and LTP-stimulated hemispheres (Fig. 2B,C). Similar to the naïve rats, a gradient in the expression of tubulin, decreasing from the IML to the OML, was observed in both the control and LTP hemispheres (p<0.01). There was no significant main effect of LTP induction, or an LTP x layer interaction in the relative distribution (Fig. 2C). Further, there was no difference in tubulin expression between the LTP-stimulated and control hemispheres for any layer (p = 0.35; Fig. 2D). Thus, in addition to being consistent between hemispheres within each layer in control animals, tubulin expression was not changed by LTP at 48 h after its induction. Accordingly, in our subsequent investigations of glutamate receptor subunit expression after LTP induction, tubulin was used as a loading control for across-hemisphere comparisons (Fig. 3C, 4D, 5C). Tubulin was also used as a loading control in some within-hemisphere comparisons (Fig. 4C), but as a within-hemisphere gradient in tubulin expression was evident, analyses were also carried out without tubulin as a loading control (Fig. 3B, 4B, 5B).
GluN1 expression is increased in the MML after LTP
We have shown previously that the NMDAR subunit, GluN1, is elevated in whole dentate gyrus homogenates and synaptoneurosomes 48 h after LTP [29]. To determine whether this increase is localised to the LTP-stimulated dendritic zone of the dentate gyrus, GluN1 expression was also investigated in the microdissected molecular layer subregions (Fig. 3A–C). No significant change in the expression of GluN1 in either MML or OML, relative to the IML, was observed (Fig. 3B). However, there was a small but significant increase in the MML expression when compared to the control hemisphere in tubulin-normalised samples (MML: 15 ± 4%, p<0.01, n = 8; Fig. 3C). No differences in expression were detected between the LTP- and control-hemisphere IMLs or OMLs (Fig. 3C). These data indicate that the LTP-associated increase in GluN1 expression that we have observed previously at 48 h post-induction [29] occurs specifically in the stimulated region of the dendritic arbor.
GluA1 protein is increased in the MML 48 h after LTP induction
The levels of the AMPAR subunits GluA1 and GluA2 were investigated in the IML, MML and OML 48 h after LTP induction. As IML synapses do not display heterosynaptic effects from medial perforant path stimulation at this time point using our protocol [30], expression of each protein was analysed relative to the levels in the ipsilateral IML as an internal control. Our analysis showed that GluA1 expression in the MML was significantly elevated in the tetanised hemisphere (153 ± 15% of IML, n = 7) relative to the control hemisphere MML (112 ± 11% of IML, p<0.01, n = 7) 48 h post-LTP induction, but there was no effect of LTP on GluA1 levels in the OML (p = 0.67, n = 7; Fig. 4A,B). To confirm the elevation in GluA1 protein in the MML, expression data were also analysed using tubulin as a loading control prior to normalisation to the ipsilateral IML. This analysis showed greater GluA1 expression in the tetanised hemisphere MML (199 ± 34% of IML, n = 7) relative to the control hemisphere MML (145 ± 19% of IML, p<0.05 (single-tailed t-test), n = 7; Fig. 4C). Additionally, we made direct comparisons of tubulin-normalised protein levels between hemispheres for each layer. Here, a sizeable but non-significant increase in tubulin-normalised GluA1 expression was observed (30 ± 21%, p = 0.11, n = 7; Fig. 3D).
To determine whether LTP specifically affected GluA1 levels in the MML or if there was a more general layer specific alteration in AMPA receptor subunits we investigated whether GluA2 levels were likewise affected. While a gradient of GluA2 expression was detected, comparable to the regional tubulin expression pattern (Fig. 5A,B), no significant LTP-related changes were observed in the relative distribution of GluA2 protein (MML, p = 0.25, n = 6; OML, p = 0.880, n = 6; Fig. 5A–B), nor were there any differences detected in direct between-hemisphere comparisons (p>0.4, n = 6; Fig. 5C). These data indicate that the redistribution of GluA1 protein seen in Fig. 4B,C occurred independently of changes in GluA2, and may therefore be representative of an accumulation of GluA1 homomeric AMPARs in the MML.
LTP-independent distribution of receptor subunit proteins
It is noteworthy that between-layer comparisons revealed differential distributions of GluA2 and GluN1 protein across the molecular layer independent of LTP induction. Expression of GluA2 in the OML was significantly lower than the IML across both LTP and control hemispheres (LTP OML 69 ± 14% of IML, control OML 61 ± 13% of IML, overall difference from IML p<0.05, n = 6), with a similar trend when compared to the MML (LTP MML 114 ± 21% of IML, control MML 100 ± 22% of IML, overall difference from OML; p = 0.06, n = 6; Fig. 5B). As GluA1 subunits were equally distributed across the layers (p>0.23 for OML compared to IML and MML), there may be fewer GluA2/GluA3 type AMPARs in the distal zone of the molecular layer, as ∼90% of AMPARs in the hippocampus consist either of GluA1/GluA2 heteromers or GluA2/GluA3 heteromers [31]. It was not possible to confirm this implication through analysis of GluA3 level as we were unable to detect GluA3 protein in LMD tissue using the commercially available antibodies tested.
GluN1 expression was significantly lower in the OML when compared to both the IML and the MML, irrespective of LTP induction (p<0.01, n = 7; Fig. 3B). As the GluN1 subunit is a core requirement of functional NMDARs [32], there may be fewer NMDARs at synapses in the distal zone of the molecular layer.
Discussion
LMD was pioneered in the 1990s at the United States National Cancer Institute for the purpose of separating cancerous cells from normal cells in heterogeneous carcinomas [33], [34], [35] and is typically used as a diagnostic tool for nucleic acid studies, as the minute amounts of nucleic acid isolated from individual or small numbers of cells can be routinely amplified using the polymerase chain reaction. Due to the fact that it is currently not possible to amplify proteins in a similar fashion, it is a much more onerous task to analyse protein levels in cells and tissues collected by LMD because of the large amount of material required. Of the 2000+ publications utilising laser-based tissue dissection, not more than 10% have been carried out using LMD to investigate protein expression [23], [36]; in the rat dentate gyrus, only two protein-based studies has been carried out previously: one investigating actin levels in the middle molecular layer [24] and one investigating caspase enzyme expression in granule cells [25]. Here we have shown that lower abundance synaptic proteins, namely GluA1, GluA2, GluN1 and PSD-95, as well as the cytoskeletal element tubulin, can be detected in dentate gyrus microdissected tissue using Western blot analysis.
Using LMD we were able to investigate the expression of glutamate receptor proteins in the activated zone of the dentate gyrus dendritic arborization 48 h following LTP-inducing stimulation of the medial perforant path, giving enhanced anatomical resolution to our previous investigations that employed fractionations made from the whole dentate gyrus [14]. Using LMD we found that GluA1 expression was elevated in the LTP-expressing MML relative to the level in the IML, which prior evidence indicates does not display persistent plasticity at this time point in response to the protocols used [30]. Similarly, GluN1 expression was increased in the MML of LTP-hemispheres compared to the MML of control hemispheres. These data are consistent with our previous observations that GluN1 and GluA1 levels are increased in homogenates from the whole dentate gyrus at this time-point [14], [29]. The present data indicate that not only does LTP induction lead to a long-lasting increase in expression of glutamate receptor proteins, but that these proteins accumulate specifically in the region of stimulated synapses. The input-specific property of LTP that contributes to its appeal as an information storage mechanism must also be a property of its expression and maintenance mechanisms. Indeed, it has recently been demonstrated that following contextual fear conditioning in transgenic mice expressing a GluA1-GFP construct under the control of the immediate-early gene c-fos promoter, GluA1-GFP was recruited specifically to hippocampal CA1 neuron mushroom spines [37] which have synapses thought to be mature, stable and information-storing [38].
Specific delivery of GluA1 and GluN1 proteins to the LTP-expressing region of the molecular layer can be achieved through proposed synaptic tagging and capture mechanisms [39], [40], [41], [42], in which a molecular ‘tag’ generated at activated synapses causes the synaptic capture of plasticity-related proteins that are synthesized centrally or by dendritic protein synthesis machinery. While we have shown here that receptor proteins are targeted to that region of the dendritic arborisation containing potentiated synapses, it is not possible from our data to determine if these receptors are being delivered to postsynaptic membrane, as our microdissected tissue samples contain dendritic neuropil rather than sub-fractionated synapses only. The limited amount of tissue obtained from laser microdissection precludes the subcellular fractionation required to determine the synaptic versus extrasynaptic versus intracellular localisation of the accumulated receptors observed in this study.
Interestingly, no increase in GluA2 was observed in the MML. This is consistent with our previous finding that GluA2 is unchanged in dentate gyrus synaptoneurosomes and PSD fractions prepared 48 h after LTP induction [14]. Taken together with our contrasting observation that GluA2 is elevated in whole dentate homogenates at this time point[10], these data suggest that any GluA2 increase is confined to the cell bodies of either granule cells or hilar neurons. Thus, the present data appear to indicate that elevated GluA1 levels in the MML represent Ca2+-permeable GluA1 homomeric receptors. Hitherto, it has been shown that GluA1 homomers undergo rapid and transient membrane insertion following LTP, before being replaced by GluA1/GluA2 [43] or GluA2/GluA3 heteromers [7]. While GluA3 expression in microdissected subregions was not determined here, as the antibodies used did not reliably detect GluA3 protein, it is unlikely that GluA2/GluA3 receptor levels are elevated, as no increase was detected for GluA2. This indicates that if GluA2/GluA3 receptors do indeed replace GluA1/GluA2 types following LTP in the dentate gyrus, these receptors would need to be drawn from the pool already present in the vicinity of potentiated synapses. Thus, it may be that the increase in GluA1 reflects accumulation of GluA1-homomeric AMPA receptors in nonsynaptic regions, from which they may be recruited for further bouts of LTP [43], [44], [45].
A distinct gradient in both GluN1 and GluA2 expression was observed in the molecular layer, decreasing from the inner and middle molecular layers toward the outer layer. While NMDAR number is considered an indicator of synaptic density [46], it is unlikely that our data reflect a gradient in the number of synapses onto granule cell dendrites, as a previous stereological study has shown that axospinous synapse density is consistent across the molecular layer of the rat dentate gyrus [47]. Dentate gyrus interneurons receive excitatory perforant path inputs that include NMDAR components [48], [49], so the possibility that there is a gradient in the density of perforant path synapses onto interneuronal dendrites in the molecular layer cannot be discounted.
The gradient for GluA2 in the absence of a gradient for GluA1 may reflect a difference in the number of GluA2/GluA3-containing AMPARs between the different zones, and thereby indicate a gradient in synaptic size across the molecular layer [46]. Alternatively such a difference in receptor number could be due to different reserve receptor pool populations [50], [51], [52], [53]. It is unlikely that glutamatergic synapses onto interneurons contribute to the GluA2 expression gradient, as GluA2 mRNA is only expressed at low levels by interneurons and GluA2 immunoreactivity is undetectable [54].
LTP induction in the rat dentate gyrus in vivo requires NMDAR activation [55], and is the key event in the initiation of LTP for both medial and lateral perforant path synapses [56], [57]. One explanation for the difference in GluN1 expression across the molecular layer is a difference in NMDAR density at synapses in the different zones. A consequence of such a difference could be associated with differences in plasticity induction thresholds between medial and lateral perforant path synapses. Although asymmetry in the nature of plasticity between the medial and lateral portions of the perforant path has been reported [17], further electrophysiological study into potential asymmetries in plasticity thresholds are warranted.
Pharmacological studies have suggested that the induction of LTP may be specifically dependent on GluN2A-containing NMDARs, and LTD on GluN2B-containing receptors [58], [59], [60], [61], although these conclusions have been challenged by evidence that GluN2B-type receptors can induce LTP [62], [63], [64], [65]. Recent work has indicated that GluN2A-type activation is required for LTP induction while the presence of GluN2B-type receptors is required for the synaptic recruitment of plasticity-relevant molecules [66]. Future LMD investigations should attempt to ascertain whether there is asymmetry in the distribution of GluN2A versus GluN2B NMDAR types across the dentate gyrus molecular layer, and whether this correlates with any asymmetries in plasticity induction thresholds.
Acknowledgments
The authors acknowledge Peter Herbison for assistance with statistical methods.
Funding Statement
Funder: New Zealand Health Research Council; Grant Number: 99/275; Department of Anatomy, Postgraduate Support. The funders had no role in study design, data collection and analysis, decision to publish, or preparation of the manuscript.
References
- 1. Racine RJ, Milgram NW, Hafner S (1983) Long-term potentiation phenomena in the rat limbic forebrain. Brain Res 260: 217–231. [DOI] [PubMed] [Google Scholar]
- 2. Abraham WC, Logan B, Greenwood JM, Dragunow M (2002) Induction and experience-dependent consolidation of stable long-term potentiation lasting months in the hippocampus. J Neurosci 22: 9626–9634. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 3. Bliss TVP, Collingridge GL (1993) A synaptic model of memory: long-term potentiation in the hippocampus. Nature 361: 31–39. [DOI] [PubMed] [Google Scholar]
- 4. Lynch MA (2004) Long-term potentiation and memory. Physiol Rev 84: 87–136. [DOI] [PubMed] [Google Scholar]
- 5. Shi S-H, Hayashi Y, Petralia RS, Zaman SH, Wenthold RJ, et al. (1999) Rapid spine delivery and redistribution of AMPA receptors after synaptic NMDA receptor activation. Science 284: 1811–1816. [DOI] [PubMed] [Google Scholar]
- 6. Hayashi Y, Shi S-H, Esteban JA, Piccini A, Poncer J-C, et al. (2000) Driving AMPA receptors into synapses by LTP and CaMKII: requirement for GluR1 and PDZ domain interaction. Science 287: 2262–2267. [DOI] [PubMed] [Google Scholar]
- 7. Shi S-H, Hayashi Y, Esteban JA, Malinow R (2001) Subunit-specific rules governing AMPA receptor trafficking to synapses in hippocampal pyramidal neurons. Cell 105: 331–343. [DOI] [PubMed] [Google Scholar]
- 8. Grosshans DR, Clayton DA, Coultrap SJ, Browning MD (2001) LTP leads to rapid surface expression of NMDA but not AMPA receptors in adult rat CA1. Nat Neurosci 5: 27–33. [DOI] [PubMed] [Google Scholar]
- 9. Moga DE, Shapiro ML, Morrison JH (2006) Bidirectional redistribution of AMPA but not NMDA receptors after perforant path stimulation in the adult rat hippocampus in vivo. Hippocampus 16: 990–1003. [DOI] [PubMed] [Google Scholar]
- 10. Williams JM, Guevremont D, Mason-Parker SE, Luxmanan C, Tate WP, et al. (2007) Differential trafficking of AMPA and NMDA receptors during long-term potentiation in awake adult animals. J Neurosci 27: 14171–14178. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 11. Krug M, Lössner B, Ott T (1984) Anisomycin blocks the late phase of long-term potentiation in the dentate gyrus of freely moving rats. Brain Res Bull 13: 39–42. [DOI] [PubMed] [Google Scholar]
- 12. Otani S, Marshall CJ, Tate WP, Goddard GV, Abraham WC (1989) Maintenance of long-term potentiation in rat dentate gyrus requires protein synthesis but not messenger RNA synthesis immediately post-tetanization. Neuroscience 28: 519–526. [DOI] [PubMed] [Google Scholar]
- 13. Abraham WC, Williams JM (2008) LTP maintenance and its protein synthesis-dependence. Neurobiol of Learn and Mem 89: 260–268. [DOI] [PubMed] [Google Scholar]
- 14. Kennard JTT, Guévremont D, Mason-Parker SE, Abraham WC, Williams JM (2009) Increased expression, but not postsynaptic localisation, of ionotropic glutamate receptors during the late-phase of long-term potentiation in the dentate gyrus in vivo. Neuropharmacology 56: 66–72. [DOI] [PubMed] [Google Scholar]
- 15. Abraham WC, Goddard GV (1983) Asymmetric relationships between homosynaptic long term potentiation and heterosynaptic long-term depression. Nature 305: 717–719. [DOI] [PubMed] [Google Scholar]
- 16. Abraham WC, Mason-Parker SE, Bear MF, Webb S, Tate WP (2001) Heterosynaptic metaplasticity in the hippocampus in vivo: a BCM-like modifiable threshold for LTP. Proc Natl Acad Sci USA 98: 10924–10929. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 17. Doyere V, Srebro B, Laroche S (1997) Heterosynaptic LTD and depotentiation in the medial perforant path of the dentate gyrus in the freely moving rat. J Neurophysiol 77: 571–578. [DOI] [PubMed] [Google Scholar]
- 18. Bear MF (1996) NMDA-receptor-dependent synaptic plasticity in the visual cortex. Progin Brain Res 108: 205–218. [DOI] [PubMed] [Google Scholar]
- 19. Malenka RC, Bear MF (2004) LTP and LTD: an embarrasment of riches. Neuron 44: 5–21. [DOI] [PubMed] [Google Scholar]
- 20. Mockett BG, Guévremont D, Williams JM, Abraham WC (2007) Dopamine D1/D5 receptor activation reverses NMDA receptor-dependent long-term depression in rat hippocampus. J Neurosci 27: 2918–2926. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 21. Davies KD, Goebel-Goody SM, Coultrap SJ, Browning MD (2008) Long term synaptic depression that is associated with GluR1 dephosphorylation but not α-amino-3-hydroxy-5-methyl-4-isoxazolepropionic acid (AMPA) receptor internalization. J Biol Chem 283: 33138–33146. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 22. Bohm M, Wieland I, Schutze H, Rubben H (1997) Microbeam MOMeNT: non-contact laser microdissection of membrane-mounted native tissue. Am J Pathol 151: 63–67. [PMC free article] [PubMed] [Google Scholar]
- 23. Murray GI (2007) An overview of laser microdissection techniques. Acta Histochem 109: 171–176. [DOI] [PubMed] [Google Scholar]
- 24. Fukazawa Y, Saitoh Y, Ozawa F, Ohta Y, Mizuno K, et al. (2003) Hippocampal LTP is accompanied by enhanced F-actin content within the dendritic spine that is essential for late LTP maintenance in vivo. Neuron 38: 447–460. [DOI] [PubMed] [Google Scholar]
- 25. Kosuge Y, Imai T, Kawaguchi M, Kihara T, Ishige K, et al. (2008) Subregion-specific vulnerability to endoplasmic reticulum stress-induced neurotoxicity in rat hippocampal neurons. Neurochem Int 52: 1204–1211. [DOI] [PubMed] [Google Scholar]
- 26. Abraham WC, Christie BR, Logan B, Lawlor P, Dragunow M (1994) Immediate early gene expression associated with the persistence of heterosynaptic long-term depression in the hippocampus. Proc Natl Acad Sci USA 91: 10053. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 27. Abraham WC, Mason-Parker SE, Irvine GI, Logan B, Gill AI (2006) Induction and activity-dependent reversal of persistent LTP and LTD in lateral perforant path synapses in vivo. Neurobiol of Learn Mem 86: 82–90. [DOI] [PubMed] [Google Scholar]
- 28. Williams JM, Mason-Parker SE, Abraham WC, Tate WP (1998) Biphasic changes in the levels of N-methyl-D-aspartate receptor-2 subunits correlate with the induction and persistence of long-term potentiation. Mol Brain Res 60: 21–27. [DOI] [PubMed] [Google Scholar]
- 29. Williams JM, Guevremont D, Kennard JTT, Mason-Parker SE, Tate WP, et al. (2003) Long-term regulation of N-methyl-D-aspartate receptor subunits and associated synaptic proteins following hippocampal synaptic plasticity. Neuroscience 118: 1003–1013. [DOI] [PubMed] [Google Scholar]
- 30. Abraham WC, Mason-Parker SE, Williams J, Dragunow M (1995) Analysis of the decremental nature of LTP in the dentate gyrus. Mol Brain Res 30: 367–372. [DOI] [PubMed] [Google Scholar]
- 31. Wenthold RJ, Petralia RS, Blahos II J (1996) Niedzielski (1996) Evidence for multiple AMPA receptor complexes in hippocampal CA1/CA2 neurons. J Neurosci 16: 1982–1989. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 32. Laube B, Hirai H, Sturgess M, Betz H, Kuhse J (1997) Molecular determinants of agonist discrimination by NMDA receptor subunits: analysis of the glutamate binding site on the NR2B subunit. Neuron 18: 493–503. [DOI] [PubMed] [Google Scholar]
- 33. Emmert-Buck MR, Bonner RF, Smith PD, Chuaqui RF, Zhuang Z, et al. (1996) Laser capture microdissection. Science 274: 998–1001. [DOI] [PubMed] [Google Scholar]
- 34. Bonner RF, Emmert-Buck MR, Cole K, Pohida T, Chuaqui RF, et al. (1997) Laser capture microdissection: molecular analysis of tissue. Science 278: 1481–1483. [DOI] [PubMed] [Google Scholar]
- 35. Simone NL, Bonner RF, Gillespie JW, Emmert-Buck MR, Liotta LA (1998) Laser-capture microdissection: opening the microscopic frontier to molecular analysis. Trends Genet 14: 272–276. [DOI] [PubMed] [Google Scholar]
- 36. von Eggeling F, Melle C, Ernst G (2007) Microdissecting the proteome. Proteomics 7: 2729–2737. [DOI] [PubMed] [Google Scholar]
- 37. Matsuo N, Reijmers L, Mayford M (2008) Spine-type specific recruitment of newly-synthesized AMPA receptors with learning. Science 319: 1104–1107. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 38. Bourne J, Harris KM (2007) Do thin spines learn to be mushroom spines that remember? Curr Op Neurobiol 17: 381–386. [DOI] [PubMed] [Google Scholar]
- 39. Barco A, de Armentia ML, Alarcon JM (2008) Synapse-specific stabilization of plasticity processes: the synaptic tagging and capture hypothesis revisited 10 years later. Neurosci Biobehav Revi 32: 831–851. [DOI] [PubMed] [Google Scholar]
- 40. Frey U, Morris RGM (1997) Synaptic tagging and long-term potentiation. Nature 385: 533–536. [DOI] [PubMed] [Google Scholar]
- 41. Redondo RL, Okuno H, Spooner PA, Frenguelli BG, Bito H (2010) Synaptic tagging and capture: differential role of distinct calcium/calmodulin kinases in protein synthesis-dependent long-term potentiation. J Neurosci 30: 4981–4989. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 42. Reymann KG, Frey JU (2007) The late maintenance of hippocampal LTP: requirements, phases, ‘synaptic tagging', ‘late associativity' and implications. Neuropharmacology 52: 24–40. [DOI] [PubMed] [Google Scholar]
- 43. Plant K, Pelkey KA, Bortolotto ZA, Morita D, Terashima A, et al. (2006) Transient incorporation of native GluR2-lacking AMPA receptors during hippocampal long-term potentiation. Nat Neurosci 9: 602–604. [DOI] [PubMed] [Google Scholar]
- 44. Guire ES, Oh MC, Soderling TR, Derkach VA (2008) Recruitment of calcium-permeable AMPA receptors during synaptic potentiation is regulated by CaM-Kinase I. J Neurosci 28: 6000–6009. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 45. Yang Y, Wang X-B, Zhou Q (2010) Perisynaptic GluR2-lacking AMPA receptors control the reversibility of synaptic and spines modifications. Proc Natl Acad Sci USA 107: 11999–12004. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 46. Takumi Y, Ramírez-Leon V, Laake P, Rinvik E, Ottersen OP (1999) Different modes of expression of AMPA and NMDA receptors in hippocampal synapses. Nat Neurosci 2: 618–624. [DOI] [PubMed] [Google Scholar]
- 47. Mezey S, Doyère V, De Souza I, Harrison E, Cambon K, et al. (2004) Long-term synaptic morphometry changes after induction of long-term potentiation and long-term depression in the dentate gyrus of awake rats are not simply mirror phenomena. Eur J Neurosci 19: 2310–2318. [DOI] [PubMed] [Google Scholar]
- 48. Witter MP (2007) The perforant path: projections from the entorhinal cortex to the dentate gyrus. Prog Brain Res 163: 43–61. [DOI] [PubMed] [Google Scholar]
- 49. Kneisler TB, Dingledine R (1995) Spontaneous and synaptic input from granule cells and the perforant path to dentate basket cells in the rat hippocampus. Hippocampus 5: 151–164. [DOI] [PubMed] [Google Scholar]
- 50. Baude A, Nusser Z, Molnár E, McIlhinney RAJ, Somogyi P (1995) High-resolution immunogold localization of AMPA type glutamate receptor subunits at synaptic and non-synaptic sites in rat hippocampus. Neuroscience 69: 1031–1055. [DOI] [PubMed] [Google Scholar]
- 51. Lee SH, Valtschanoff JG, Kharazia VN, Weinberg R, Sheng M (2001) Biochemical and morphological characterization of intracellular membrane compartment containing AMPA receptors. Neuropharmacology 41: 680–692. [DOI] [PubMed] [Google Scholar]
- 52. Makino H, Malinow R (2009) AMPA receptor incorporation into synapses during LTP: the role of lateral movement and exocytosis. Neuron 64: 381–390. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 53. Yang Y, Wang X-B, Frerking M, Zhou Q (2008) Delivery of AMPA receptors to perisynaptic sites precedes the full expression of long-term potentiation. Proc Natl Acad Sci USA 105: 11388–11393. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 54. Catania MV, Bellomo M, Giuffrida R, Giuffrida R, Stella AMG, et al. (1998) AMPA receptor subunits are differentially expressed in parvalbumin- and calretinin-positive neurons in the rat hippocampus. Eur J Neurosci 10: 3479–3490. [DOI] [PubMed] [Google Scholar]
- 55. Abraham WC, Mason SE (1988) Effects of the NMDA receptor/channel antagonists CPP and MK801 on hippocampal field potentials and long-term potentiation in anesthetized rats. Brain Res 462: 40–46. [DOI] [PubMed] [Google Scholar]
- 56. Colino A, Malenka RC (1993) Mechanisms underlying induction of long-term potentiation in rat medial and lateral perforant path in vitro. J Neurophysiol 69: 1150–1159. [DOI] [PubMed] [Google Scholar]
- 57. Hanse E, Gustafsson B (1992) Long-term potentiation and field EPSPs in the lateral and medial perforant paths in the dentate gyrus in vitro: a comparison. Eur J of Neurosci 4: 1191–1201. [DOI] [PubMed] [Google Scholar]
- 58. Fox CJ, Russell KI, Wang YT, Christie BR (2006) Contribution of NR2A and NR2B NMDA subunits to bidirectional synaptic plasticity in the hippcampus in vitro. Hippocampus 16: 907–915. [DOI] [PubMed] [Google Scholar]
- 59. Liu L, Wong TP, Pozza MF, Lingenhoehl K, Wang Y, et al. (2004) Role of NMDA receptor subtypes in governing the direction of hippocampal synaptic plasticity. Science 304: 1021–1024. [DOI] [PubMed] [Google Scholar]
- 60. Mallon AP, Auberson YP, Stone TW (2005) Selective subunit antagonists suggest an inhibitory relationship between NR2B and NR2A-subunit containing N-methyl-D-aspartate receptors in hippocampal slices. Exp Brain Res 162: 374–383. [DOI] [PubMed] [Google Scholar]
- 61. Massey PV, Johnson BE, Moult PR, Auberson YP, Brown MW, et al. (2004) Differential roles of NR2A and NR2B-containing NMDA receptors in cortical long-term potentiation and long-term depression. J Neurosci 24: 7821–7828. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 62. Bartlett TE, Bannister NJ, Collett VJ, Dargan SL, Massey PV, et al. (2006) Differential roles of NR2A and NR2B-containing NMDA receptors in LTP and LTD in the CA1 region of two-week old rat hippocampus. Neuropharmacology 52: 60–70. [DOI] [PubMed] [Google Scholar]
- 63. Berberich S, Punnakkal P, Jensen V, Pawlak W, Seeburg PH, et al. (2005) Lack of NMDA receptor subtype selectivity for hippocampal long-term potentiation. J Neurosci 25: 6907–6910. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 64. Tang Y-P, Shimizu E, Dube GR, Rampon C, Kerchner GA, et al. (1999) Genetic enhancement of learning and memory in mice. Nature 401: 63–69. [DOI] [PubMed] [Google Scholar]
- 65. Weitlauf C, Honse Y, Auberson YP, Mishina M, Lovinger DM, et al. (2005) Activation of NR2A-containing NMDA receptors is not obligatory for NMDA receptor-dependent long-term potentiation. J Neurosci 25: 8386–8390. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 66. Foster KA, McLaughlin N, Edbauer D, Phillips M, Bolton A, et al. (2010) Distinct roles of NR2A and NR2B cytoplasmic tails in long-term potentiation. J Neurosci 30: 2676–2685. [DOI] [PMC free article] [PubMed] [Google Scholar]