Abstract
Activation of β-adrenergic receptors (β-ARs) enhances hippocampal memory consolidation and long-term potentiation (LTP), a likely mechanism for memory storage. One signaling pathway linked to β-AR activation is the cAMP-PKA pathway. PKA is critical for the consolidation of hippocampal long-term memory and for the expression of some forms of long-lasting hippocampal LTP. How does β-AR activation affect the PKA-dependence, and persistence, of LTP elicited by distinct stimulation frequencies? Here, we use in vitro electrophysiology to show that patterns of stimulation determine the temporal phase of LTP affected by β-AR activation. In addition, only specific patterns of stimulation recruit PKA-dependent LTP following β-AR activation. Impairments of PKA-dependent LTP maintenance generated by pharmacologic or genetic deficiency of PKA activity are also abolished by concurrent activation of β-ARs. Taken together, our data show that, depending on patterns of synaptic stimulation, activation of β-ARs can gate the PKA-dependence and persistence of synaptic plasticity. We suggest that this may allow neuromodulatory receptors to fine-tune neural information processing to meet the demands imposed by numerous synaptic activity profiles. This is a form of “metaplasticity” that could control the efficacy of consolidation of hippocampal long-term memories.
The hippocampus importantly contributes to memory function in the mammalian brain (Zola-Morgan et al. 1986; Eichenbaum et al. 1990; Otto and Eichenbaum 1992; Phillips and LeDoux 1992; Remondes and Schuman 2004). It has reciprocal connections with numerous cortical areas, including those responsible for high-level integration of spatial and contextual data from the external environment (Lavenex and Amaral 2000). As such, the hippocampus is well positioned to receive and survey a broad range of information and select behaviorally salient data for long-term storage. Activity-dependent enhancement of hippocampal synaptic strength can store information carried in patterns of afferent neural activity (Bliss and Collingridge 1993; Moser et al. 1998; Nathe and Frank 2003; Whitlock et al. 2006). Substantial evidence suggests that long-term potentiation (LTP) of synaptic strength plays important roles in the formation of long-term memory (LTM) (Doyere and Laroche 1992; Bourtchuladze et al. 1994; Abel and Lattal 2001; Genoux et al. 2002). As such, mechanistic studies of LTP have shed valuable light on how the mammalian brain stores new information.
The hippocampus receives dense noradrenergic projections from the locus coeruleus, a brain structure that can influence many vital brain functions, including attention, sleep, arousal, mood regulation, learning, and memory (Berridge and Waterhouse 2003). Both α- and β-adrenergic receptor subtypes are present on hippocampal neurons (Morrison and Foote 1986; Berridge and Waterhouse 2003), and noradrenaline (NA) acts on hippocampal β-adrenergic receptors (β-ARs) to facilitate the retention and recall of memory (Izquierdo et al. 1998; Ji et al. 2003; Murchison et al. 2004). In humans, stimulation of the noradrenergic neuromodulatory system enhances memory for emotional stimuli, and inhibition of β-ARs prevents this memory enhancement (Cahill et al. 1994; van Stegeren et al. 1998; O’Carroll et al. 1999).
Consistent with the notion that selective enhancement of LTM may occur following β-AR activation, stimulation of β-ARs can also facilitate the persistence of LTP. In areas CA3 and CA1, β-AR activation facilitates the induction of long-lasting LTP when paired with certain patterns of electrical stimulation (Huang and Kandel 1996; Gelinas and Nguyen 2005). However, the mechanisms by which different patterns of stimulation control synaptic responsiveness to β-AR activation are unclear.
β-ARs couple to guanine-nucleotide-binding regulatory Gs proteins to stimulate adenylyl cyclase activity and increase intracellular cAMP (Seeds and Gilman 1971; Maguire et al. 1977). A main target of cAMP signaling is activation of cAMP-dependent protein kinase (PKA), a kinase that is required for some forms of long-lasting LTP and for consolidation of hippocampal LTM (Frey et al. 1993; Abel et al. 1997; Nguyen and Woo 2003). Interestingly, the PKA-dependence of hippocampal LTP displays plasticity: Specific temporal patterns of synaptic stimulation, such as repeated and temporally spaced 100-Hz stimulation, elicit LTP that requires PKA for its expression (Woo et al. 2003). Also, spatial “enrichment” can increase the PKA-dependence of LTP in mice, and this is correlated with improved hippocampal memory function (Duffy et al. 2001). However, it is unclear whether activation of β-ARs can critically gate the PKA-dependence of LTP. In this study, we examine the effects of β-AR activation on LTP generated by various patterns of afferent stimulation in area CA1 of the hippocampus, and we determine the role of PKA in these β-AR-modulated forms of LTP.
Results
Activation of β-ARs in area CA1 of the hippocampus can modulate synaptic responses to electrical stimulation. Because specific patterns of neural activity are thought to encode spatial and contextual information in the mammalian brain, we hypothesized that activating β-ARs could differentially affect the encoding and retention of synaptic information by modulating the expression of LTP elicited by different patterns of electrical stimulation. One important way of modulating the expression of LTP is to control the maintenance of LTP by gating its dependence on key signaling cascades. β-ARs have been importantly linked to stimulation of Gs proteins and subsequent signaling through the cAMP–PKA pathway. To explore the relationship between β-AR activation, PKA-dependence of LTP, and specific patterns of electrical stimulation, we studied “R(AB)” mutant mice. These mice express an inhibitory form of the RIα regulatory subunit of PKA (Abel et al. 1997), and they display a 10-fold reduction of basal hippocampal PKA activity (Young et al. 2006).
β-AR activation rescues LTP elicited by repeated 100-Hz stimulation in hippocampal slices of R(AB) mutant mice and in wild-type slices treated with a PKA inhibitor
We first investigated the effects of β-AR activation on CA1 LTP induced by application of a strong tetanus protocol, consisting of four trains of 100-Hz high-frequency stimulation (HFS) with a 5-min inter-train interval. This LTP is long lasting and requires PKA (Abel et al. 1997; Woo et al. 2003). We found that application of a β-AR agonist, isoproterenol (ISO), did not alter the induction or the maintenance of this LTP in wild-type slices (Fig. 1A; 5 min after HFS, mean field excitatory postsynaptic potential [fEPSP] slopes were 206 ± 7% in slices treated with ISO and four trains of HFS, P > 0.5 compared with 205 ± 14% in slices treated with four trains of HFS alone; 120 min after HFS, mean fEPSP slopes were 177 ± 11% in slices treated with ISO and four trains of HFS, P > 0.5 compared with 182 ± 17% in slices treated with four trains of HFS alone). Thus, β-AR activation does not affect the expression of LTP induced by a strong tetanus protocol. Furthermore, blockade of β-ARs has not been shown to impair expression of this LTP (Murchison et al. 2004; Schimanski et al. 2007).
However, when hippocampal PKA activity was genetically reduced, activation of β-ARs potently enhanced the maintenance of this form of LTP. Because R(AB) mice have genetically reduced levels of PKA activity, they display a selective impairment of LTP maintenance following four trains of 100-Hz HFS (Abel et al. 1997; Woo et al. 2002). Two hours after four trains of HFS, mean fEPSP slopes were 116 ± 7% in slices from R(AB) mice, compared with 182 ± 17% in wild-type littermates (P < 0.01) (Fig. 1B). Stimulation of β-ARs with ISO during application of strong tetanus in R(AB) mice rescued this LTP by boosting potentiation to levels seen in slices from wild-type mice (Fig. 1B; mean fEPSP slopes were 175 ± 14% two hours after HFS).
Does β-AR activation also affect LTP in wild-type slices treated with a PKA inhibitor? Treatment with an inhibitor of PKA, KT5720, during four trains of HFS in slices from wild-type C57BL/6 mice impaired maintenance of LTP. Two hours after HFS, mean fEPSP slopes were 107 ± 9% in KT5720-treated slices, compared with 158 ± 10% in slices treated with four trains of HFS alone (P < 0.01; Fig. 2B). Consistent with data obtained from the R(AB) mice, pairing ISO application with four trains of HFS restored LTP maintenance (Fig. 2B; mean fEPSP slopes were 157 ± 12% two hours after HFS, P > 0.5 compared with four trains of HFS alone). ISO application did not affect the amount of potentiation generated by four trains of HFS, but slices treated with KT5720 and ISO displayed enhanced maintenance of LTP compared with slices treated with KT5720 alone. Taken together, these results suggest that, although LTP generated by a strong tetanus protocol is unaffected by activation of β-ARs, stimulation of these receptors can rescue LTP that was disrupted by genetically or pharmacologically induced inhibition of PKA activity.
β-AR activation boosts maintenance of LTP induced by one 100-Hz train in wild-type and R(AB) mutant slices
Application of one train of 100-Hz HFS induces a form of LTP that is relatively short lasting and does not require PKA (Huang and Kandel 1994; Duffy et al. 2001). This form of LTP can be converted to long-lasting, protein synthesis-dependent LTP by activation of β-ARs (Gelinas and Nguyen 2005). We next asked whether β-AR activation can enhance this weaker form of LTP during genetic or pharmacologic inhibition of PKA. We found that pairing application of ISO with one train of HFS elicited robust, long-lasting LTP in slices from wild-type mice (Fig. 3A; 120 min after HFS, mean fEPSP slopes were 195 ± 19% in slices treated with ISO and one train of HFS, P < 0.01 compared with 103 ± 10% in slices treated with one train of HFS alone). However, activation of β-ARs during this form of electrical stimulation did not significantly enhance initial levels of potentiation (“short-term potentiation”) (Fig. 3A; 5 min after HFS, mean fEPSP slopes were 214 ± 16% in slices treated with ISO and one train of HFS, P > 0.2 compared with 168 ± 22% in slices treated with one train of HFS alone). Thus, pairing β-AR activation with one train of HFS enhances the maintenance of LTP but not short-term potentiation.
This weak tetanus stimulation protocol also generated stable LTP in the R(AB) mice that was not significantly different from LTP generated in slices from wild-type littermates (Fig. 3C,D). Thus, we further examined the PKA-dependency of this β-AR-enhanced LTP by probing the effects of three different PKA inhibitors: KT5720 (1 μM), Rp-cAMPs (60 μM), and myristoylated membrane-permeant PKI (20 μM). None of these inhibitors significantly affected β-AR-enhanced maintenance of LTP in C57BL/6 mice. Mean fEPSP slopes two hours after HFS were 134 ± 10% for slices treated with KT5720 and ISO, and 146 ± 11% for slices treated with ISO and one train of HFS alone (Fig. 4A; P > 0.4). Slices treated with Rp-cAMPs were potentiated to 160 ± 17% two hours after ISO and HFS, compared with 154 ± 19% in slices treated with ISO and HFS alone (Fig. 4B; P > 0.7). Similarly, PKI had no effect on LTP induced by pairing ISO with one train of HFS (Fig. 4C; mean fEPSP slopes were 146 ± 6% in slices treated with PKI, ISO and one train of HFS compared with 152 ± 4% in slices treated with ISO and one train of HFS alone; P > 0.5). Thus, LTP induced by pairing one train of HFS with β-AR activation does not require PKA for its full expression.
β-AR activation enables induction of persistent PKA-dependent LTP at a frequency of stimulation that is normally subthreshold for eliciting LTP
Activation of β-ARs can facilitate LTP induction by patterns of electrical stimulation that are normally unable to potentiate synaptic strength. Application of low-frequency stimulation (LFS) (5 Hz for 3 min) does not persistently alter synaptic strength (Thomas et al. 1996; Woo and Nguyen 2002). However, co-application of ISO with LFS establishes long-lasting LTP (Thomas et al. 1996; Winder et al. 1999; Gelinas and Nguyen 2005). Indeed, we found that pairing ISO with LFS in wild-type slices potentiated mean fEPSP slopes to 201 ± 17% 15 min after LFS (Fig. 5A). This potentiation persisted for at least 120 min after LFS, indicating that activation of β-ARs during LFS also enhances LTP maintenance. However, in mutant R(AB) mice, induction of this form of LTP was blunted (Fig. 5B; mean fEPSP slopes were 143 ± 9% 15 min after LFS, P < 0.05 compared with wild types). Thus, decreased PKA activity impairs, but does not abolish, potentiation generated by pairing β-AR activation with LFS.
Similarly, pharmacologic inhibition of PKA with KT5720 partially attenuated LTP induced by pairing ISO with LFS in C57BL/6 slices (Fig. 6A; mean fEPSP slopes were 131 ± 13% 15 min after LFS when KT5720 was applied, compared with 180 ± 12% in the absence of KT5720; P < 0.05). These results are consistent with other studies (Thomas et al. 1996; Winder et al. 1999), indicating that this form of LTP is partially dependent on PKA signaling. Thus, we then investigated other signaling cascades that could contribute to this form of β-AR-enhanced LTP. Inhibition of extracellular signal-regulated kinase (ERK) has been shown to partially block LTP generated by pairing ISO application with LFS (Giovannini et al. 2001). We found that pharmacologic inhibition of mammalian target of rapamycin (mTOR) with rapamycin completely blocked induction of this LTP (Fig. 6B; mean fEPSP slopes were 97 ± 6% 15 min after LFS when rapamycin was applied; P < 0.001 compared with ISO + LFS alone). Additionally, NMDA receptor blockade by APV prevented full expression of this form of β-AR-enhanced LTP (Fig. 6C; mean fEPSP slopes were 126 ± 10% 15 min after LFS when APV was applied; P < 0.05 compared with ISO + LFS alone). This dependence on NMDA receptor activation is consistent with previous findings (Thomas et al. 1996). Thus, PKA and mTOR signaling, along with NMDA receptor activation upstream of these signaling pathways, are critical for the expression of LTP elicited by pairing activation of β-ARs with LFS.
β-AR activation elicits an increase in complex spiking that requires activation of NMDA receptors, but not PKA or mTOR signaling
CA1 pyramidal cells produce complex action potential firing patterns during 5-Hz stimulation of Schaeffer collaterals in hippocampal slices, and this complex spiking is significantly increased by β-AR activation (Thomas et al. 1998). These spikes likely activate NMDA receptors by amplifying postsynaptic depolarization; blockade of NMDA receptors effectively reduces LTP induced by 5-Hz LFS during β-AR activation (Thomas et al. 1996). Thus, attenuated complex spiking may be a mechanism for the reduction of this form of LTP seen here following inhibition of PKA and mTOR signaling. It is unknown whether activation of PKA or mTOR signaling is required for complex spiking during 3 min of 5-Hz stimulation in the presence of ISO. To address this question, we measured the total numbers of complex spikes from fEPSP traces obtained during 3 min of 5-Hz LFS. We found that treatment of slices with ISO during this LFS significantly increased the numbers of complex spikes elicited during this stimulation (466 ± 85 in ISO, n = 14 vs. 196 ± 68 in controls, n = 11; P < 0.05; Fig. 7A,B). In slices treated with a PKA inhibitor, KT-5720 (Fig. 7C), no significant change in total numbers of complex spikes was seen (337 ± 105 in KT-5720, n = 11, P > 0.3 compared with the ISO group). Similarly, rapamycin treatment (Fig. 7D) did not significantly alter the numbers of spikes elicited during 3 min of 5-Hz LFS (284 ± 64 in rapamycin, n = 13, P > 0.08 compared with the ISO group). In contrast, APV significantly reduced the numbers of spikes (Fig. 7E; 57 ± 25, n = 9, P < 0.01).
These findings indicate that PKA and mTOR signaling are not critical for controlling cell excitability when 3 min of 5-Hz LFS is paired with β-AR activation, leading to enhancement of LTP. Interestingly, a previous study has shown that inhibition of ERK during this stimulation protocol does significantly reduce the number of complex spikes generated (Winder et al. 1999). The results support the notion that the critical sites of action of PKA and mTOR occur downstream of spiking mechanisms, probably at the level of translation (see Gelinas et al. 2007), whereas ERK may be involved in regulation of postsynaptic excitability as well. NMDA receptor activation is necessary for maintaining the increased complex spike firing normally seen during this LFS. Thus, increased complex spiking is not only a consequence of β-AR activation that enables postsynaptic depolarization and NMDA receptor activation critical for enhancing LTP, but this increased complex spiking requires NMDA receptor activation.
Discussion
Our data reveal that synaptic responses to β-AR activation are critically affected by the pattern of electrical stimulation. Patterns of afferent electrical activity determine which temporal phase (induction or maintenance) of LTP is enhanced by β-AR activation, and they also influence which signaling cascades are recruited downstream of the β-AR. We show that transgenic R(AB) mice can be used to elucidate the role of PKA following β-AR activation. Overall, our data suggest that neuromodulatory receptors, such as the β-AR, interact with electrical activity to regulate information processing at the synapse.
β-AR stimulation during a strong, multi-train tetanus protocol did not affect the induction or maintenance of LTP, suggesting that this form of LTP is insensitive to modulation by β-ARs. Because application of repeated 100-Hz HFS strongly stimulates calcium influx and subsequent generation of cAMP via Ca2+-stimulated adenylyl cyclase (Ferguson and Storm 2004), it is possible that downstream signaling mechanisms activated by β-ARs are saturated by this type of electrical stimulation and are unable to further enhance potentiation. On the other hand, application of a weak tetanus protocol would not saturate these mechanisms, allowing for β-AR-dependent enhancement of LTP. Indeed, pairing β-AR activation with a weak tetanus protocol enhances the maintenance of LTP but not short-term potentiation. Taken together, our data demonstrate that activation of β-ARs can contribute to different temporal phases of synaptic plasticity.
If PKA activity is genetically or pharmacologically decreased during strong multi-train HFS, maintenance of this LTP is inhibited. Interestingly, if β-ARs are activated in slices from PKA-deficient R(AB) mice, the maintenance of LTP generated by strong HFS is rescued. Thus, activation of β-ARs can abolish deficiencies in LTP resulting from deficits in PKA signaling, perhaps by recruiting other signaling cascades. There is evidence that β-ARs can recruit extracellular signal-regulated kinase (ERK) and mammalian target of rapamycin (mTOR) signaling cascades (Gelinas and Nguyen 2005; Gelinas et al. 2007), both of which are implicated in the long-term stability of LTP induced by multi-train 100-Hz stimulation (Tang et al. 2002; Kelleher et al. 2004; Sweatt 2004). Although we have not shown that ERK and mTOR are needed for the rescue of multi-train 100-Hz LTP in R(AB) mutants, it is likely that these signaling cascades are involved, because LTP induced by ISO combined with one 100-Hz train elicits significantly increased activation of ERK and mTOR signaling that is well correlated with the magnitude of LTP (Gelinas et al. 2007). Consistent with this, we found that LTP elicited by pairing β-AR activation with one 100-Hz train did not require PKA signaling. Genetic or pharmacologic inhibition of PKA during generation of this LTP did not affect the subsequent induction or maintenance of LTP. Although PKA is a main downstream target of cAMP signaling (Beebe 1994; Nguyen and Woo 2003), PKA-independent activation of ERK and mTOR signaling cascades has been demonstrated. For example, activation of 5-HT7A receptors results in stimulation of cAMP-regulated guanine exchange factors (cAMP-GEFs) (Johnson-Farley et al. 2005). Thus, direct coupling of cAMP to intracellular signaling pathways, such as ERK, via cAMP-GEFs, may occur downstream of the β-AR receptor to enhance the maintenance of LTP.
PKA is critical for LTP induction when a β-AR agonist is paired with 5-Hz LFS. PKA inhibitors significantly blunt this form of LTP. Some residual potentiation is maintained, suggesting that other signaling cascades may contribute to this form of LTP. This residual potentiation was present regardless of whether genetic or pharmacologic methods were used to decrease PKA activity. We found that inhibition of mTOR signaling completely abolished LFS-induced LTP, and previous studies indicate that ERK signaling is also critical (Winder et al. 1999). Taken together, our results suggest that β-ARs recruit PKA during LFS, whereas other signaling cascades may be engaged by stronger forms of synaptic stimulation. Our data also establish that multiple signaling cascades interact, in an activity-sensitive manner, to generate persistent synaptic plasticity that is modulated by β-ARs.
What specific patterns of afferent activity occur in vivo? Field potential oscillations in the range of 3–12 Hz are observed in the hippocampus in vivo (Otto et al. 1991; Stewart et al. 1992). LFS at 5 Hz mimics the endogenous firing patterns of hippocampal neurons. The signaling cascades recruited, and synaptic responses generated, following β-AR activation during 5-Hz LFS in vitro may accurately replicate the subcellular actions of NA on β-ARs in vivo. NA promotes hippocampal electroencephalograhic patterns within the theta frequency range, while suppressing gamma-frequency oscillations (Brown et al. 2005). Furthermore, LTP induced by tetanic stimuli correlates strongly with behavioral learning (Whitlock et al. 2006) and the formation of hippocampal memory (Doyere and Laroche 1992; Bourtchuladze et al. 1994; Abel et al. 1997). Because synaptic responses to β-AR activation are sensitive to the pattern of applied electrical stimulation in vitro, it is likely that the patterning of afferent activity also influences the effects of β-AR activation on LTP and information storage in vivo.
Our results indicate that activation of β-ARs potently modulates LFS-induced forms of synaptic plasticity, enhancing both the induction and maintenance of LTP generated by LFS. Thus, release of NA and subsequent β-AR activation can facilitate the storage of information that may not normally be encoded or retained. Such a mechanism could explain the increased clarity and strength of memories formed during times of intense emotions when NA release is increased (Cahill et al. 1994). Our results have shed new light on how β-AR activation interacts with patterns of neural activity and signal transduction pathways to control the expression of persistent synaptic plasticity that may importantly contribute to information storage. Additionally, because memory enhancement is a key goal of many cognitive rehabilitation programs, our finding that β-AR activation can gate the dependence of synaptic plasticity on PKA, which is a key requirement for making new long-term memories, may provide novel insights on potential molecular drug targets for reducing memory deficits resulting from neurodegenerative diseases.
Materials and Methods
Animals
Female C57BL/6 mice (aged 8–13 wk; Charles River, Montreal, Canada) were used for all experiments unless otherwise indicated. Experiments were also performed on transgenic R(AB) mice (aged 6–10 mo) and age-matched wild-type littermate controls. These mice are maintained in a hemizygous state on a C57BL6/J background and were derived from genetic line 426 characterized for R(AB) transgene expression, synaptic physiology, and behavior (Clegg et al. 1987; Abel et al. 1997; Young et al. 2006). Genotyping was performed by Southern blot using a previously described transgene-specific probe (Abel et al. 1997). All mice were housed under guidelines set forth by the Canadian Council on Animal Care and IACUC.
Electrophysiology
Following cervical dislocation and decapitation of the mice, hippocampi were isolated and transverse slices (400 μM) were cut using a McIlwain slicer (Stoelting). Slices were transferred to an interface recording chamber maintained at 28°C. Oxygenated artificial cerebrospinal fluid (ACSF) containing 125 mM NaCl, 4.4 mM KCl, 1.5 mM MgSO4, 1.0 mM NaH2PO4, 26 mM NaHCO3, 10 mM glucose, 2.5 mM CaCl2 was used for dissection and perfusion. Slices were allowed to recover from slicing for at least an hour before recordings were attempted. Stimulation of Schaeffer collaterals in stratum radiatum elicited fEPSPs, which were recorded with a glass microelectrode positioned in stratum radiatum of area CA1. Baseline test stimuli were applied once per minute at a stimulus intensity set to induce 40% of maximal fEPSP amplitude (0.08-msec pulse width). Electrical stimulation protocols used included LFS (5 Hz for 3 min), and HFS consisting of either one train of 100-Hz (1 sec duration) or four trains of 100 Hz (1 sec duration, 5-min inter-train interval). fEPSPs were monitored with test stimuli for 2 h after induction of LTP. For measurements of numbers of complex spikes elicited during 5-Hz, 3-min stimulation, we followed procedures described in Winder et al. (1999). To count complex spikes on our fEPSP traces during LFS, we excluded the first peak of the fEPSP (Winder et al. 1999); as such, our data likely underestimated the total numbers of spikes.
Drugs
The β-AR agonist, isoproterenol [ISO; R(−)-isoproterenol (+)-bitartrate, 1 μM; Sigma-Aldrich] was prepared daily as a 1 mM stock solution in distilled water. The PKA inhibitors, KT5720 (1 μM; Sigma) and Rp-cAMPs (60 μM; Sigma), were prepared as concentrated stock solutions at 1 mM and 60 mM in DMSO, respectively. Myristoylated PKA inhibitor amide 14–22 (PKI; Calbiochem) was prepared as a 1 mM stock solution in water and used at a bath concentration of 20 μM. 2-Amino-5-phosphonopentanoic acid (D,L-APV; Sigma), an NMDA receptor antagonist, was prepared as a concentrated stock solution in distilled water and diluted to 50 μM in ACSF. After dilution in ACSF, all drugs were bath-applied at a perfusion rate of 1–2 mL/min. The concentrations of PKA inhibitors used here have been shown to effectively block PKA activity in in vitro hippocampal preparations (Huang et al. 2004; Pita-Almenar et al. 2006). Experiments were performed in dimmed light conditions because of drug photosensitivity.
Data analysis
We compared inter-group levels of LTP two hours after LTP induction using initial slope of the fEPSP as an index of synaptic strength (Johnston and Wu 1995). For LTP and complex spiking experiments, two-tailed, unpaired Student’s t-tests were used for statistical comparison between two groups, with Welch correction if standard deviations were significantly different between groups. One-way ANOVA and Tukey-Kramer post-hoc tests were used when comparing three or more groups. When standard deviations differed between multiple groups, the Kruskal-Wallis test with post-hoc Dunn’s multiple comparisons tests were used. The significance criterion was P < 0.05 in all cases. Data are reported as mean ± SEM, with n equal to the number of slices.
Acknowledgments
We thank Clayton Dickson for helpful advice. This research was supported by grants from the Canadian Institutes of Health Research (P.N.), and NIMH and the Human Frontiers Science Program (T.A.), and by M.D.-Ph.D. Studentships (J.G.) from CIHR and the Alberta Heritage Foundation for Medical Research. P.N. is a Faculty Senior Scholar of the Alberta Heritage Foundation and a Distinguished International Scholar of the University of Pennsylvania.
Footnotes
Article is online at http://www.learnmem.org/cgi/doi/10.1101/lm.829208.
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