Molecular mechanisms of memory storage in Aplysia.
Modern studies in cognitive neuroscience have shown that memory is not a unitary process but consists of several forms that can be grouped into at least two general categories each with its own rules (Squire and Zola-Morgan, 1991; Polster et al., 1991). Explicit, or declarative, memory is the conscious recall of knowledge about people, places, and things, and it is particularly well developed in the vertebrate brain. Implicit, or nondeclarative, memory is memory for motor skills and other tasks and is expressed through performance, without conscious recall of past experience; it includes simple associative forms, such as classical conditioning, and nonassociative forms, such as sensitization and habituation. These two forms of memory have been localized to different neural systems within the brain (Milner, 1985). As first shown by the neuropsychological studies of the patient H.M., explicit memory is critically dependent on structures in the medial temporal lobe of the cerebral cortex, including the hippocampal formation. Implicit memory involves the cerebellum, the striatum, the amygdala, and in the simplest cases, the sensory and motor pathways recruited for particular perceptual or motor skills utilized during the learning process. As a result, implicit memory can also be studied in a variety of simple reflex systems, including those of higher invertebrates, whereas explicit forms can best (and perhaps only) be studied in mammals.
In the mammalian brain, the cellular and molecular changes that underlie both forms of memory are difficult to study because the effects are often modest and the contribution of individual synapses to the learning process is not yet well defined. To bridge this gap, the more tractable nervous systems of higher invertebrates have proven useful for the analysis of behavioral problems and have enhanced our knowledge about the synaptic loci and mechanisms that underlie various elementary forms of learning and memory (Carew and Sahley, 1986; Byrne, 1987; Hawkins et al., 1993). One such model system is the gill- and siphon-withdrawal reflex of the marine invertebrate Aplysia californica. This reflex exhibits several forms of learning, including dishabituation, sensitization, and classical conditioning, that have many of the behavioral features of learning in mammals, suggesting that learning in Aplysia and mammals may share common mechanisms (Pinsker et al., 1970; Carew et al., 1971, 1981, 1983; Hawkins et al., 1986, 1989, 1998; Colwill et al., 1988a, b; Walters, 1989).
Recent studies of a variety of memory processes, ranging in complexity from simple forms of implicit memory in invertebrates to more complex forms of explicit memory in mammals, suggest that changes in the strength and structure of synaptic connections contribute critically to these diverse forms of memory storage (Kandel, 2001). For both implicit and explicit memory, two general types of storage mechanisms have been described: short-term memory lasting minutes and long-term memory lasting days, weeks, or longer. This temporal distinction in behavior is reflected in specific forms of synaptic plasticity that underlie each form of behavioral memory as well as in specific molecular requirements for each of these two forms of synaptic plasticity. The short-term forms involve the covalent modifications of preexisting proteins by a variety of kinases and are expressed as alterations in the effectiveness of pre-existing connections. By contrast, in addition to PKA and MAPK, the long-term form also requires CREB-mediated gene expression and new mRNA and protein synthesis. Moreover, the long-term form often is associated with the growth of new synaptic connections. For both implicit and explicit memory storage, the synaptic growth is thought to represent the final and self-sustaining change that stabilizes the long-term process. In addition to short- and long-term memory, a family of intermediate processes that last one or more hours and often require translation but not transcription can be produced by various training protocols using repeated or prolonged stimulation.
In this review, we discuss and compare critical synaptic sites and the underlying cellular and molecular mechanisms of short- and intermediate-term (Fig. 1) and long-term (Fig. 2) memory storage that have been identified by neurobiological studies of elementary forms of implicit memory in Aplysia.
Sensitization and Classical Conditioning of the Gill-Withdrawal Reflex in Aplysia: Two Elementary Forms of Implicit Memory Storage
The nervous system of Aplysia contains only about 20,000 large, identifiable nerve cells, clustered into 10 major ganglia. The ability to identify individual neurons and record their activity has made it possible to define the major components of the neuronal circuits of specific behaviors and to delineate the critical sites and underlying mechanisms used to store memory-related representations.
The molecular mechanisms contributing to implicit memory storage have been most extensively studied for the gill- and siphon-withdrawal reflex of Aplysia (Kandel, 2001). As is true for other types of defensive reflexes, the gill- and siphon-withdrawal reflex can be modified by several different forms of implicit learning. We begin by focusing on sensitization, an elementary form of nonassociative learning by which an animal learns about the properties of a single noxious stimulus and enables the formation of a learned fear response. When a light touch is applied to the siphon of the snail, the snail responds by withdrawing its gill and siphon. This response is enhanced when the animal is given a noxious, sensitizing stimulus. As with other forms of defensive behaviors, the memory for sensitization of the withdrawal reflex is graded, and repeated tail shocks lead to a longer-lasting memory: A single tail shock produces short-term sensitization that lasts for minutes, whereas repeated tail shocks given at spaced intervals produce long-term sensitization that lasts for up to several weeks (Castellucci et al. 1986). The reflex also exhibits classical conditioning, an associative form of learning by which an animal learns about the predictive relationship between two stimuli. Enhancement of the withdrawal reflex is greater and longer lasting if the siphon is touched just before the noxious, sensitizing stimulus (paired training), compared to unpaired training or training with either stimulus alone (Carew et al., 1981, 1983; Antonov et al., 2001).
The simplicity of the neuronal circuit underlying these behavioral modifications--including direct monosynaptic connections between identified mechanoreceptor sensory neurons and their follower cells (Castellucci et al., 1970)--has allowed the analysis of the short- and long-term memory for sensitization to be reduced to the cellular and molecular level. This monosynaptic sensory-to-motor neuron connection, which is thought to be glutamatergic (Dale and Kandel, 1993; Trudeau and Castellucci, 1993; Conrad et al., 1999), can be reconstituted in dissociated cell culture. A number of studies in our laboratory and elsewhere have demonstrated that this simplified in vitro model system reproduces what is observed during behavioral training if the tail shocks are replaced with brief applications of serotonin (5-HT), a modulatory transmitter normally released by sensitizing stimuli in the intact animal (Glanzman et al., 1989; Mackey et al., 1989; Marinesco and Carew, 2002). A single brief application of 5-HT produces a short-term change in synaptic effectiveness (short-term facilitation, or STF), whereas repeated and spaced applications produce changes in synaptic strength that can last for more than a week (long-term facilitation, or LTF) (Montarolo et al., 1986). The facilitation is also larger and longer lasting if the presynaptic sensory neuron fires action potentials just before the serotonin application, analogous to classical conditioning (Eliot et al., 1994; Bao et al., 1998; Schacher et al., 1997).
Cellular and Molecular Mechanisms Underlying Short- and Intermediate-Term Forms of Implicit Memory Storage
Short-term facilitation of synaptic connections involves enhanced transmitter release from the sensory neurons
Serotonin released in vivo during sensitization or applied directly to cultured neurons binds to cell surface receptors on the sensory neurons and promotes the production of the diffusible second messenger cAMP by activating the enzyme adenylyl cyclase. This increase in internal concentration of cAMP results in short-term behavioral sensitization lasting minutes and correlates with an increase in synaptic strength of the sensory-to-motor neuron connection referred to as short-term facilitation. This facilitation is partially due to the enhanced release of the transmitter glutamate by the sensory neuron onto its follower cells and is accompanied by an increase in excitability of the sensory neuron attributable to the depression of specific sets of potassium channels (Klein et al., 1982; Castellucci et al., 1986; Dale et al., 1988). In addition, the changes in cAMP and [Ca.sup.2+] levels triggered by the activation of serotonin receptors and ionic channels regulate different kinase and phosphatase activities that control the duration and strength of the changes in synaptic efficiency, as we will discuss later. These second messengers mediate the transient reinforcement of synaptic connections by covalent modifications of channel activation and the enhancement of neurotransmitter release at presynaptic terminals (Martin et al., 2000; Kandel, 2001).
Different in vitro training protocols elicit facilitation that may involve different mechanisms and sites
Previous studies have shown that facilitation of the sensory-to-motor neuron synaptic connection involves different mechanisms depending on the duration of exposure to 5-HT and the state (rested or depressed) of the synapse (Byrne and Kandel, 1996). Facilitation at rested synapses by a relatively brief exposure to 5-HT involves activation of adenylyl cyclase and cAMP-dependent protein kinase A (PKA) in the sensory neuron, leading to reduced [K.sup.+] current, increased action potential duration, increased [Ca.sup.2+] influx, and increased transmitter release, as described above. A longer exposure to 5-HT recruits activation of protein kinase C (PKC), which can also increase the duration of presynaptic action potentials. Facilitation at depressed synapses involves PKC as well, but in this case it acts through a mechanism that is independent of spike broadening and is thought to involve vesicle mobilization. The spike-broadening-independent component of facilitation may also involve [Ca.sup.2+]/camodulin-dependent protein kinase (CamKII) (Nakanishi et al., 1997). In addition, longer exposure to 5-HT can induce intermediate-term facilitation, which requires protein synthesis and involves MAP kinase as well as PKA or (under some circumstances) PKC (Ghirardi et al., 1995; Sutton and Carew, 2000; Sharma et al., 2003b).
All of these mechanisms have been thought to be presynaptic. However, recent evidence suggests that, depending on the training protocol, intermediate-term facilitation by exposure to 5-HT lasting more than 5 min may also involve postsynaptic mechanisms including intracellular [Ca.sup.2+] release from IP3-sensitive stores, activation of CamKII or PKC, and AMPA receptor insertion (Chitwood et al., 2001; Roberts and Glanzman, 2003; Jin et al., 2004, 2005; Li et al., 2005). To investigate the precise roles of pre- and postsynaptic mechanisms with different protocols, Jin et al. (2004, 2005) have begun to examine facilitation induced by either a single brief 5-HT exposure (1 min, 50 [micro]M) or a more prolonged 5-HT exposure (10 min, 20 [micro]M) following a single pretest (rested) at sensory-motor neuron synapses in isolated cell culture. A 10-min exposure to 5-HT produced larger facilitation than a 1-min exposure, but facilitation with either protocol lasted more than 30 min compared to test alone controls. With the 1-min 5-HT protocol, bath application of an inhibitor of PKA (KT5720) or injection of a peptide inhibitor of PKA into the presynaptic sensory neuron reduced the facilitation. Similarly, bath application of an inhibitor of CamKII (KN93) or injection of a peptide inhibitor of CamKII (CamKII 281-301) into the sensory neuron also reduced the facilitation. By contrast, bath application of an inhibitor of PKC (Go6983) or injection of BAPTA into the postsynaptic motor neuron had no significant effects. None of the bath-applied inhibitors affected homosynaptic depression or the pretest EPSP amplitude. These results suggest that with a short application of 5-HT presynaptic PKA and CamKII play important roles, and that PKC and postsynaptic [Ca.sup.2+] are not involved.
With the 10-min 5-HT protocol, bath application of an inhibitor of PKA (KT5720) or presynaptic injection of the PKA inhibitor did not have a significant effect, but bath application of inhibitors of either PKC (Go6983) or CamKII (KN93) reduced the facilitation. Presynaptic injection of a peptide inhibitor of PKC (PKC 19-31) also reduced the facilitation produced by 10-min exposure to 5-HT, but presynaptic injection of a peptide inhibitor of CamKII did not. By contrast, postsynaptic injection of PKC 19-31 did not reduce the facilitation by 10-min exposure to 5HT, but postsynaptic injection of either BAPTA or CamKII 281-301 did. These results suggest that with a longer 5-HT application, presynaptic PKC plays an important role, and postsynaptic [Ca.sup.2+] and CamKII are also important. Thus, not only the specific kinases involved but also their site of action may depend on the duration of 5-HT exposure. Furthermore, whereas facilitation with a short application of 5-HT is predominantly presynaptic, facilitation with a longer 5-HT exposure involves both presynaptic (PKC) and postsynaptic ([Ca.sup.2+] and CamKII) mechanisms.
Behavioral dishabituation and sensitization may involve different molecular mechanisms of facilitation
A major question in psychology is how different forms of learning such as dishabituation, sensitization, and classical conditioning are related (Marcus et al., 1988; Hawkins et al., 2006). The sensory-motor neuron synapses exhibit cellular analogs of these forms of learning with temporal parameters similar to those of behavioral learning (Castellucci et al., 1970; Carew et al., 1971, 1984; Hawkins et al., 1983; Walters and Byrne, 1983; Clark et al., 1994; Murphy and Glanzman, 1996, 1997, 1999), making it possible to examine how the analogs are related at the molecular level. However, these studies of synaptic changes in the isolated nervous system have not been able to address the contribution of the different molecular mechanisms of plasticity to behavior.
For this reason, Antonov et al. (1999) developed a simplified preparation for studying the siphon-withdrawal reflex of Aplysia, with which it is relatively easy to record the activity of identified neurons and their synaptic connections simultaneously with behavioral learning. This preparation undergoes dishabituation, sensitization, and classical conditioning that are similar parametrically to learning in intact animals (Antonov et al., 1999, 2001). The neural circuit mediating the withdrawal reflex in the simplified preparation has been well characterized. Monosynaptic connections from LE siphon sensory neurons (Byrne et al., 1974) to LFS siphon motor neurons (Frost and Kandel, 1995) have been estimated to mediate about one-third of the reflex response, which corresponds to siphon flaring in the intact animal (Antonov et al., 1999). The remainder of the response is mediated by peripheral motor neurons (Perlman, 1979), which also receive monosynaptic input from the LE neurons (Bailey et al., 1979), other unidentified sensory neurons (Frost et al., 1997), and polysynaptic inputs onto the LFS neurons from excitatory and inhibitory interneurons (Frost and Kandel, 1995).
To investigate cellular mechanisms contributing to dishabituation and sensitization of siphon withdrawal, Antonov et al. (1999) recorded evoked firing of LFS motor neurons, the siphon withdrawal produced by stimulation of an LFS neuron, the complex PSP in an LFS neuron, and the monosynaptic PSP from an LE sensory neuron to an LFS neuron during behavioral training. The various cellular measures, including monosynaptic PSPs from LE neurons that either fired during the siphon tap (on-field) or did not (off-field), all changed approximately in parallel with changes in the behavior, supporting the idea that both dishabituation and sensitization involve heterosynaptic facilitation of sensory-motor neuron PSPs.
Antonov et al. (2005, 2006) have begun to investigate the relevance of the different molecular mechanisms of facilitation of sensory-motor neuron PSPs to behavioral dishabituation and sensitization. To minimize habituation by the test stimulation and obtain a better estimate of the time course of sensitization, they modified their previous behavioral protocol (Antonov et al., 1999) by testing the reflex only once every 15 min, instead of every 5 min. A single shock to the tail produced sensitization that lasted about 20-30 min, and a train of four shocks produced sensitization that lasted about 1 h. The sensory-motor neuron PSP changed in parallel with the behavior during sensitization after either shock. Injecting BAPTA into the motor neuron reduced facilitation after the strong shock but not after the weak shock. Bathing the abdominal ganglion in an inhibitor of PKA, KT5720, blocked sensitization after the weak shock and the early part of sensitization after the stronger shock. Furthermore, injecting a peptide inhibitor of PKA into the sensory neuron blocked facilitation of the PSP during sensitization. Bathing the ganglion in an inhibitor of PKC, chelerythrine, did not have a significant effect, but bathing the ganglion in an inhibitor of CamKII, KN93, blocked both the early and late parts of sensitization with the stronger shock. These results suggest that both postsynaptic [Ca.sup.2+] and CamKII and presynaptic PKA contribute to sensitization with the strong shock, whereas sensitization with the weak shock is entirely presynaptic. Ten closely spaced siphon stimuli produced habituation that lasted about 1 h, and strong tail shock produced dishabituation that was reduced by the PKC inhibitor chelerythrine but not by KT5720 or KN93. These results provide the first evidence that PKA and PKC contribute preferentially to behavioral sensitization and dishabituation, respectively, similar to the roles of PKA and PKC during facilitation at nondepressed and depressed synapses in vitro (Byrne and Kandel, 1996).
Activity-dependent plasticity in Aplysia may also involve both pre- and postsynaptic mechanisms
In addition to these neuromodulatory forms of plasticity, Aplysia sensory-motor neuron synapses also exhibit several activity-dependent forms of plasticity. Moreover, like the neuromodulatory forms, the activity-dependent forms can involve both pre- and postsynaptic mechanisms. Homosynaptic potentiation induced by moderate tetanic stimulation of the presynaptic neuron (20 Hz, 2 s) has similarities to both post-tetanic potentiation (PTP) and long-term potentiation (LTP) in other preparations. It depends on activation of metabotropic glutamate receptors, and is substantially reduced by injecting [Ca.sup.2+] chelators (Bao et al., 1997), inhibitors of intracellular [Ca.sup.2+] release, or inhibitors of CamKII (Jin and Hawkins, 2003) into either the sensory neuron or the motor neuron. These results suggest that the potentiation involves both pre- and postsynaptic mechanisms that are more than additive and therefore might interact in some way. The sensory-motor neuron synapses also exhibit two associative cellular mechanisms, NMDA-dependent LTP, which occurs when presynaptic spike activity is temporally paired with postsynaptic depolarization (Pre-post) (Lin and Glanzman, 1994a, b) and activity-dependent facilitation, which occurs when presynaptic spike activity is temporally paired with 5-HT (Pre-Mod) (Eliot et al., 1994; Bao et al., 1998; Schacher et al., 1997). During activity-dependent facilitation, the spike activity is thought to cause an influx of [Ca.sup.2+] that "primes" the adenylyl cyclase, leading to enhanced activation of the PKA pathway (Kandel et al., 1983; Ocorr et al., 1985; Abrams et al., 1998). Consistent with that idea, activity-dependent facilitation can be blocked by injecting either EGTA or a peptide inhibitor of PKA into the sensory neuron (Bao et al., 1998). However, it can also be blocked by injecting BAPTA into the motor neuron, suggesting that activity-dependent facilitation also involves both pre- and postsynaptic mechanisms that are more than additive.
Classical conditioning involves both pre- and postsynaptic mechanisms of plasticity
The siphon-withdrawal reflex in the simplified preparation also exhibits an associative form of learning, classical conditioning (Antonov et al., 2001). Paired training in which the conditioned stimulus (CS; mechanical stimulation of the siphon) occurred just before the unconditioned stimulus (US; a shock to the tail) produced a greater increase in the withdrawal reflex than unpaired, CS alone, or US alone training. Compared with unpaired training, paired training also produced a greater increase in evoked firing of the LFS motor neuron and greater facilitation of the monosynaptic LE-LFS PSP. Moreover, the enhanced facilitation of monosynaptic PSPs was greater for LE neurons that fired during the siphon tap (on-field) and correlated significantly with the enhancement of siphon withdrawal and evoked firing of the LFS neurons. These results support the idea that associative, activity-dependent plasticity at sensory-motor neuron synapses contributes to behavioral conditioning.
In addition to changes in the PSP, there were also pairing-specific increases in both the evoked firing and input resistance of the LE sensory neurons during conditioning (Antonov et al., 2001). Moreover, like facilitation of the monosynaptic PSPs, the increase in input resistance occurred only in the LE neurons that fired during the CS (on-field), and it correlated significantly with facilitation of the PSPs from those neurons. These results are all consistent with the idea that conditioning involves activity-dependent presynaptic facilitation, but they are also not inconsistent with Hebbian LTP. Both mechanisms contribute to a cellular analog of conditioning (Hawkins et al., 1983; Walters and Byrne, 1983; Clark et al., 1994; Murphy and Glanzman, 1996, 1997, 1999). Both mechanisms might also contribute to behavioral conditioning because the CS causes firing of LE sensory neurons and the US causes firing of both facilitatory interneurons (Hawkins and Schacher, 1989; Mackey et al., 1989) and the LFS motor neurons. To begin to distinguish between these possibilities, Antonov et al. (2003) bathed the abdominal ganglia in the PKA inhibitor KT5720 or the NMDA antagonist APV and found that either drug blocked behavioral conditioning. Similarly, either injecting three to six LE sensory neurons with a peptide inhibitor of PKA (PKAi) or injecting two to three LFS motor neurons with the [Ca.sup.2+] chelator BAPTA significantly reduced behavioral conditioning. These results suggest that both activity-dependent presynaptic facilitation and Hebbian LTP are required for the conditioning. Because the sensory neurons fire a brief burst of only about three action potentials during the siphon tap CS, the LTP component might correspond to a mammalian form with minimal presynaptic activity such as theta-burst paired or spike-timing-dependent LTP.
To analyze the cellular mechanisms contributing to conditioning in more detail, Antonov et al. (2003) recorded evoked firing of an LFS motor neuron and an LE sensory neuron, the membrane resistance of each neuron, and the monosynaptic PSP between them after either injecting the LE neuron with PKAi or injecting the LFS neuron with BAPTA. Both procedures significantly reduced the pairing-specific facilitation of the PSP during conditioning, providing the strongest evidence to date that either activity-dependent presynaptic facilitation or Hebbian LTP contributes to synaptic plasticity underlying behavioral learning. Injecting an LE sensory neuron with PKAi also significantly reduced the effects of pairing on evoked firing and membrane resistance of the LE neuron, consistent with the idea that PKA mediates most of the changes in sensory neuron membrane properties during activity-dependent presynaptic facilitation (Eliot et al., 1994; Bao et al., 1998; Byrne and Kandel, 1996). Surprisingly, however, injecting an LFS motor neuron with BAPTA also significantly reduced the effects of pairing on evoked firing and membrane resistance of the LE sensory neuron. These results suggest that the pre- and postsynaptic mechanisms are not independent but rather interact through retrograde as well as orthograde signaling.
Collectively, the results of these experiments suggest that the synaptic plasticity during conditioning does not simply involve separate and independent pre- and postsynaptic mechanisms. Facilitation of the EPSP during conditioning can be almost completely blocked either by presynaptic injection of a peptide inhibitor of PKA or the nitric oxide scavenger myoglobin, or by postsynaptic injection of BAPTA (Antonov et al., 2003, 2004). Thus, if there were separate pre- and postsynaptic mechanisms, blocking either one must also block the other. Furthermore, postsynaptic injection of BAPTA also blocks the changes in presynaptic membrane properties (Antonov et al., 2003), suggesting retrograde signaling. Thus, these results fit better with the idea that facilitation of the EPSP during conditioning involves both pre- and postsynaptic changes coordinated by trans-synaptic interactions at the sensory-to-motor neuron synapse.
Cellular and Molecular Mechanisms Underlying Long-Term Forms of Implicit Memory Storage
Gating signals at the synapse: a balance between the activities of protein kinase and phosphatase
Synaptic stimulation of Aplysia sensory neurons leads to a local increase in cAMP and the activation of the cAMP-dependent PKA by causing the catalytic subunits of this enzyme to dissociate from the regulatory subunits. The catalytic subunits can then phosphorylate different substrates in the synaptic terminals, such as potassium channels and proteins involved in exocytosis, leading to enhanced transmitter availability and release as described above for the storage of short-term memory. When synaptic stimulation reaches a given threshold or is repeated a number of times, it causes a persistent increase in the level of cAMP and leads to longer-lasting forms of synaptic plasticity. At the molecular level, this more robust pattern of stimulation causes the catalytic subunit of PKA to recruit p42 MAPK, and both then move to the nucleus where they phosphorylate nuclear targets, including other kinases that, in turn, can phosphorylate transcription factors and activate gene expression required for the induction of long-term memory (Bacskai et al., 1993; Martin et al., 1997a; Purcell et al., 2003).
In addition to protein kinases, synaptic protein phosphatases also play a key role in regulating the initiation of long-term synaptic changes. Various protein phosphatases, such as PP1 and calcineurin, counteract the local activity of PKA, acting as inhibitory constraints of memory formation. For example, recent experiments in cultured Aplysia neurons indicate that calcineurin may act as a memory suppressor for sensitization in this organism (Sharma et al., 2003a). Thus, an equilibrium between both kinase and phosphatase activities at a given synapse gates the synaptic signals that reach the nucleus and thus, can regulate both memory storage and retrieval (Abel et al., 1998).
Retrograde signaling from the synapse to the nucleus
One of the features that fundamentally distinguishes the storage of long-term memory from short-term cellular changes is the requirement for the activation of gene expression. Given this requirement at the nucleus, one might expect that LTF would have to be cell-wide. However, experiments using local applications of 5-HT in a culture preparation of a single bifurcated Aplysia sensory neuron to two motor neurons (Martin et al., 1997b; Casadio et al., 1999), as well as parallel experiments by Frey and Morris in the hippocampus (1997), demonstrated that each synapse could be modified independently in a protein-synthesis-dependent manner. Thus, LTF and the associated presynaptic changes are synapse-specific. This implies that there must be not only anterograde signaling from the nucleus to the synapse, but also retrograde signaling from the synapse back to the nucleus. Recently, Thompson et al. (2004) have found that 5-HT stimulation that produces LTF triggers the nuclear translocation of importins, proteins involved in carrying cargos through nuclear pore complexes, in Aplysia sensory-motor neuron co-cultures. Similarly, in hippocampal neurons, NMDA activation or LTP induction, but not depolarization, leads to translocation of importin (Thompson et al, 2004). Although details underlying the translocation of these retrograde signals remain unknown, the effector molecules identified thus far appear to be conserved in both invertebrates and vertebrates. The future identification of the molecular cargoes of importin and its signaling role in the nucleus are likely to increase our understanding of how transcription-dependent memory is regulated.
Activation of nuclear transcription factors
Long-term memory is represented at the cellular level by activity-dependent modulation of both the function and the structure of specific synaptic connections that, in turn, depends on the activation of specific patterns of gene expression (Kandel, 2001). As mentioned above, the inhibition of transcription or translation blocks the formation of long-term memory in a variety of model systems, but does not affect short-term memory.
Studies in Aplysia first revealed the participation of the cAMP/PKA-signaling pathway in LTF and sensitization (Brunelli et al., 1976). In mammalian cells, PKA activates gene expression by the phosphorylation of transcription factors that bind to the cAMP-responsive element (CRE). The CRE is one of the DNA response elements contained within the control region of a gene. The binding of different transcription factors to these response elements regulates the activity of RNA polymerase, thereby determining when and to what level a gene is expressed. One of the major transcription factors that recognizes the CRE is a protein called CRE-binding protein (CREB1), which functions as a transcriptional activator only after it is phosphorylated by either PKA, MAPK, or CamK. However, evidence for a direct role of CRE-driven transcription, downstream of the cAMP pathway, in memory-related synaptic plasticity was provided more than a decade later. During LTF in Aplysia neurons, PKA activates gene expression via an Aplysia CREB (Dash et al., 1990). If CREB1 is essential for LTF, then blocking the binding of CREB1 to its DNA response element should selectively eliminate the long-term process. Dash et al. (1990) first tested this idea by microinjecting CRE oligonucleotides into sensory neurons co-cultured with motor neurons. This oligonucleotide inhibits the function of CREB1 by binding to the CREB1 protein within the cell, thereby preventing it from binding to CRE sites in the regulatory regions of cAMP-responsive genes and activating gene expression. While injection of the CRE oligonucleotide had no effect on STF, it selectively blocked LTF. Several studies by a number of laboratories have now revealed that different members of the CREB family of transcription factors participate in the molecular switch that regulates LTF formation (Lonze and Ginty, 2002; Barco et al., 2003). Both the CREB activator ApCREB1 and the repressor ApCREB2 contribute to this process. The formation of LTF requires the activation of ApCREB1 by PKA and the concomitant down-regulation of ApCREB2 by MAPK (Guan et al., 2003). Injection of anti-ApCREB2 antibodies into Aplysia sensory neurons causes a single pulse of 5-HT, which normally induces STF lasting minutes, to evoke LTF that lasts several days (Bartsch et al., 1995). Conversely, the injection of pApCREB1 can by itself trigger facilitation lasting 24 h, and this can be stabilized by a single pulse of 5-HT (Bartsch et al., 1998; Casadio et al., 1999).
These studies reveal that long-term synaptic changes are governed by both positive and negative regulators, and that the transition from STF to LTF requires the simultaneous removal of transcriptional repressors and activation of transcriptional activators. These transcriptional repressors and activators can interact with each other both physically and functionally. It is likely that the transition is a complex process involving temporally distinct phases of gene activation, repression, and regulation of signal transduction. The CREB-mediated response to extracellular stimuli can be modulated by a number of kinases (PKA, CamKII, CamKIV, RSK2 MAPK, and PKC) and phosphatases (PP1 and calcineurin). The CREB regulatory unit may therefore serve to integrate signals from various signal transduction pathways. This ability to integrate signaling, as well as to mediate activation or repression, may explain why CREB is so central to memory storage.
Recent studies by Guan et al. (2002) have directly examined the role of CREB-mediated responses in long-term synaptic integration by studying the long-term interactions of two opposing modulatory transmitters important for behavioral sensitization in Aplysia. Using chromatin immunoprecipitation techniques to investigate how opposing inputs are integrated in the nucleus of sensory neurons, they showed that both the facilitatory and inhibitory modulatory transmitters activate signal transduction pathways that alter promoter occupancy by activator or repressor CREB isoforms and subsequently affect nucleosome structure bi-directionally through acetylation and deacetylation of histone residues in chromatin.
The first genetic screenings designed to identify learning mutants in Drosophila rendered two interesting mutants, dunce and rutabaga, with specific defects in memory formation (Dudai et al., 1976; Duerr and Quinn, 1982) that were subsequently identified to be affected in genes mapped to the cAMP signaling pathway (Byers et al., 1981; Waddell and Quinn, 2001). Experiments in transgenic flies have confirmed that the balance between CREB activator and repressor isoforms is critically important for long-term behavioral memory. Overexpression of an inhibitory form of CREB (dCREB-2b) blocked long-term olfactory memory but did not alter short-term memory, whereas the overexpression of an activator form of CREB (dCREB-2a) had the opposite effect and increased the efficacy of training in long-term memory formation (Yin et al., 1994, 1995). It should be noted, however, that a recent study in flies by Perazzona and colleagues could not replicate the enhancing effect of the CREB activator in learning (Perazzona et al., 2004).
Most of the upstream signaling cascade leading to CREB activation appears to be conserved through evolution, and many aspects of the role of CREB in synaptic plasticity described in invertebrates have also been observed in the mammalian brain, although the role of CREB in explicit forms of memory appears to be more complicated than in implicit forms of memory in invertebrates (see reviews by Lonze and Ginty, 2002, and Barco et al., 2003)).
Finally, although we have focused on CREB- dependent gene expression because of its conserved role in memory formation through evolution, other transcription factors, such as SRF, c-fos, EGR-1, or NF-[kappa][beta] (Tischmeyer and Grimm, 1999; Albensi and Mattson, 2000; Izquierdo and Cammarota, 2004; Ramanan et al., 2005) are also likely to contribute to the transcriptional regulation that accompanies long-lasting forms of synaptic plasticity.
Activity-dependent induction of cAMP-responsive genes
The identification of the consensus palindromic sequence recognized with high affinity by CREB (namely, TGACGTCA) occurred nearly 20 years ago. However, the presence of this sequence does not guarantee CREB regulation. For example, different cell types express different sets of target genes in response to CREB activation, suggesting that the availability of the promoter for CREB binding is likely different in different neurons. Moreover, the promoters of many cAMP-responsive genes known to be regulated by CREB often contain only a half-site TGACG sequence. For all these reasons, the complete set of genes regulated by this transcription factor in a specific cell type is still unknown.
In Aplysia sensory neurons, the activity of ApCREB1 leads to the expression of several immediate-response genes, such as ubiquitin hydrolase, that stabilize STF (Hegde et al., 1997), and the transcription factor CCAAT-box-enhanced binding protein (C/EBP), whose induction has been shown to be critical for LTF (Alberini et al., 1994). This induced transcription factor (in concert with other constitutively expressed molecules such as ApAF; Bartsch et al., 2000) activate a second wave of downstream genes that lead to the growth of new synaptic connections. These genes represent only two of a family of physiologically relevant examples of gene products generated by CREB activity.
Chromatin alteration and epigenetic changes in gene expression with memory storage
Although epigenetic mechanisms were widely known to be involved in the formation and long-term storage of cellular information in response to transient environmental signals, the discovery of their putative relevance in adult brain function is relatively recent (Guan et al., 2002; Levenson and Sweatt, 2005). The epigenetic marking of chromatin, such as histone modification, chromatin remodeling, and the activity of retrotransposons, may have long-term consequences in the transcriptional regulation of specific loci involved for long-term synaptic changes (Hsieh and Gage 2005).
The contribution of histone tail acetylation, a modification that favors transcription and is associated with active loci, to LTF formation was first revealed by the study by Guan et al. (2002) in Aplysia neurons. This study found that both facilitatory and inhibitory stimuli bidirectionally alter the acetylation stage and structure of promoters driven by the expression of genes involved in the maintenance of LTF, such as C/EBP. It also demonstrated that enhancing histone acetylation with deacetylase (HDAC) inhibitors facilitates the induction of LTF (Guan et al., 2002). These results indicate that critical chromatin changes occur during the formation of long-term memory and that these changes are required for the stable maintenance of these memories.
Synaptic capture of learning-induced gene products
Following transcriptional activation, newly synthesized gene products, both mRNAs and proteins, have to be delivered specifically to the synapses whose activation originally triggered the wave of gene expression. To explain how this specificity can be achieved in a biologically economical way in spite of the massive number of synapses in a single neuron, Martin et al. (1997b) and Frey and Morris (1997) proposed the synaptic capture hypothesis. This hypothesis, also sometimes referred to as synaptic tagging, proposes that the products of gene expression are delivered throughout the cell, but are only functionally incorporated in those synapses that have been tagged by previous synaptic activity. This synaptic tag model has been supported by a number of studies both in the rodent hippocampus (Frey and Morris, 1997, 1998; Barco et al., 2002; Dudek and Fields, 2002) and Aplysia (Martin et al., 1997b; Casadio et al., 1999).
Studies of synaptic capture at the synapses between the sensory and motor neurons of the gill-withdrawal reflex in Aplysia have demonstrated that achievement of synapse-specific LTF requires more than the production of CRE-driven gene products in the nucleus. One also needs a PKA-mediated covalent signal to mark the stimulated synapses and local protein synthesis to stabilize that mark (Martin et al., 1997b; Casadio et al., 1999). Thus, injection into the cell body of phosphorylated CREB-1 gives rise to LTF at all the synapses of the sensory neuron by seeding these synapses with the protein products of CRE-driven genes. However, this facilitation is not maintained beyond 24-48 h unless the synapse is also marked by the short-term process, a single pulse of 5-HT (Casadio et al., 1999).
Local protein synthesis at active synapses
A number of distinct mRNAs have now been localized in the axons of Aplysia and the dendrites of mouse hippocampal neurons (for review, see Steward and Schuman, 2001, 2003). The molecular mechanisms that carry these mRNAs to the synapse are largely unknown, but they are thought to involve the recognition of cis-acting elements in their 3' untranslated region by specific RNA-binding proteins that interact with the cytoskeleton. Once translocated to synaptic compartments, these mRNAs are efficiently translated only after docking at active synaptic sites, a process frequently referred to as synaptic, or local, protein synthesis. Recent reports indicate that regulation of local protein synthesis may play a major role in the control of synaptic strength.
Martin et al. (1997b) investigated the role of local protein synthesis in the maintenance of synapse-specific LTF in Aplysia using a culture system in which a single bifurcated sensory neuron of the gill-withdrawal reflex was plated in contact with two spatially separated gill motor neurons. In this culture system, repeated application of 5-HT to one synapse produces a CREB-mediated, synapse-specific LTF that can be blocked by the local application of inhibitors of translation, suggesting that local protein synthesis at the synapse is required for the initiation of synapse-specific LTF.
The control of translation at the synapse is likely to be complex and involve several different mechanisms, including mRNA transport and docking, cytoplasmic poly-adenylation, and the phosphorylation of different translation factors (see recent review by Sutton and Schuman, 2005). Many of the molecules contributing to the regulation of this process have been found to be required for both LTF in Aplysia and late-phase LTP in the hippocampus. This is the case for kinase mTOR, which is the target of the selective protein synthesis inhibitor rapamycin (Cammalleri et al., 2003; Purcell et al., 2003); the brain derivate neurotrophic factor (BDNF), which promotes local protein synthesis (Aakalu et al., 2001; Purcell et al., 2003); and the cytoplasmic polyadenylation element binding protein (CPEB), which activates dormant mRNAs (Huang et al., 2002; Si et al., 2003b).
Synaptic growth and the formation of new synapses
Synaptic remodeling and the growth of new synaptic connections have been found to accompany various forms of long-term memory. This is particularly well documented at the connections of identified neurons in Aplysia (Bailey and Kandel, 1993). Long-term sensitization has been extensively studied in this respect and is associated with the growth of new synaptic connections between the sensory neurons and their postsynaptic cells (Bailey and Chen, 1983, 1988a, b, 1989). The storage of long-term memory for sensitization (lasting several weeks) is accompanied by the learning-induced remodeling of presynaptic sensory neuron varicosities at two levels of synaptic organization: (a) alterations in focal regions of membrane specialization of the synapses that mediate transmitter release--the number, size, and vesicle complement of sensory neuron active zones are larger in sensitized animals than in controls (Bailey and Chen, 1983); and (b) a parallel but more pronounced and widespread effect involving modulation of the total number of presynaptic varicosities per sensory neuron (Bailey and Chen 1988a). Sensory neurons from long-term sensitized animals exhibit a twofold increase in the total number of synaptic varicosities, as well as an enlargement in the size of each neuron's axonal arbor.
By comparing the time course for each morphological change with the behavioral duration of the memory, Bailey and Chen (1989) were able to determine which class of structural changes at sensory neuron synapses might contribute to the retention of long-term sensitization. They found that the increase in the size and synaptic vesicle complement of sensory neuron active zones present 24 h after the completion of behavioral training was back to control levels when tested 1 week later; in contrast, the changes in varicosity and active zone number persisted for at least 1 week and were only partially reversed at the end of the 3-week experiment.
These findings indicated that clear structural changes accompany long-term behavioral modifications in Aplysia and demonstrated, for the first time, that these changes could be detected at the level of identified synaptic connections known to be critically involved in the behavior. These initial studies also provided evidence for an intriguing notion: that active zones are plastic rather than immutable components of the synapse and that even elementary forms of learning can alter the organization and number of presynaptic transmitter release sites to modulate the functional expression of synaptic connections. In addition, results from these studies indicated that the growth of new sensory-neuron synapses is likely to represent the final and perhaps most stable phase of long-term memory storage in Aplysia and suggested that the stability of the long-term process may be achieved, at least in part, because of the relative stability of synaptic structure.
Although a number of molecular components that underlie the functional changes (i.e., changes in synaptic strength) associated with the storage of long-term memory have been characterized, little is known about how these are regulated by and coupled to the signaling pathways that give rise to the synaptic structural changes (Bailey et al., 2004). Recent in vitro studies of the sensory-to-motor neuron synapse have begun to delineate the molecular mechanisms that underlie these learning-related structural changes and the functional contribution of these changes to the different temporal phases of memory storage. For example, the long-lasting growth of new synaptic connections between sensory neurons and their follower cells (both interneurons and motor neurons) during long-term sensitization can be reconstituted in dissociated sensory-motor neuron co-cultures by repeated applications of 5-HT (Glanzman et al., 1990). In culture, the structural change can be correlated with the long-term enhancement in synaptic effectiveness and, like the synapse formation that occurs during development, depends upon the presence of an appropriate target cell. The 5-HT-induced synaptic growth in culture requires new macromolecular synthesis (Bailey et al., 1992b) and is associated with a cellular program of gene expression (Alberini et al., 1994; Bartsch et al., 1995), the modulation of NCAM-related cell adhesion molecules (Bailey et al., 1992a, 1997; Mayford et al., 1992; Han et al., 2004), and reorganization of the presynaptic actin network (Hatada et al., 2000; Udo et al., 2005).
Activation of silent synapses
These earlier studies did not examine the functional contribution of presynaptic structural changes to the different time-dependent phases of LTF; thus, they could not determine whether the increase in synaptic strength resulted from the conversion of pre-existing but nonfunctional (silent) synapses to active synapses or from the addition of newly formed functional synapses or both.
Kim et al. (2003) have addressed these issues by monitoring functional and presynaptic structural changes continuously during LTF using time-lapse confocal imaging of individual presynaptic varicosities of sensory neurons labeled with three fluorescent markers: the whole cell marker Alexa-594 and two presynaptic marker proteins--synaptophysin-eGFP, which monitors changes in the distribution of synaptic vesicles within individual varicosities, and synapto-PHluorin, a monitor of active transmitter release sites (Miesenbock et al., 1998). They found that repeated pulses of 5-HT induce two temporally, morphologically, and molecularly distinct classes of presynaptic changes: (1) a rapid activation of silent presynaptic terminals through the filling of pre-existing empty varicosities with synaptic vesicles, which requires translation but not transcription, and (2) a generation of new synaptic varicosities, which occurs more slowly and requires both transcription and translation. The enrichment of pre-existing but empty varicosities with synaptophysin is completed within 3 to 6 h, parallels intermediate-term facilitation, and accounts for about 32% of the newly activated synapses evident at 24 h. By contrast, the new sensory-neuron varicosities, which account for 68% of the newly activated synapses at 24 h, do not form until 12-18 h after exposure to 5 pulses of 5-HT. The rapid activation of silent presynaptic terminals suggests that, in addition to its role in long-term facilitation, this modification of pre-existing synapses may also contribute to the intermediate phase of synaptic plasticity and memory storage (Ghirardi et al., 1995; Mauelshagen et al., 1996; Sutton et al., 2001)
These findings, the first to be made on individually identified presynaptic varicosities, suggest that the duration of the changes in synaptic effectiveness that accompany memory storage may be reflected by the differential regulation of two fundamentally disparate forms of presynaptic compartment: (1) nascent (empty) silent varicosities that can be rapidly and reversibly remodeled into active transmitter release sites and (2) mature, more stable and functionally competent varicosities that after long-term training may undergo fission to form new stable synaptic contacts.
The activation of silent synapses also seems to play a major role in LTP in the hippocampus. In mammals, the term silent synapse refers to a very specific molecular configuration found in synapses in different regions of the central nervous system of vertebrates (Malinow et al., 2000; Malinow and Malenka, 2002). It is used to define those excitatory glutamatergic synapses whose postsynaptic membrane contains NMDARs but no AMPARs. These synapses are so named because the lack of AMPAR-mediated signaling renders the synapse inactive, or silent, under normal conditions. As in the case of presynaptically silent synapses in Aplysia, synaptic stimulation activates these postsynaptically silent synapses, but by a different molecular mechanism, the insertion of AMPARs into the postsynaptic membrane, a phenomenon sometimes referred to as AMPA-fication. In the silent synapse model for LTP, CamKII is activated by high-frequency stimulation and phosphorylates AMPARs, triggering their insertion into the postsynaptic membrane. Once AMPARs are inserted, the synapse is no longer silent and the postsynaptic responses are consequently enhanced. Conversely, synapses can be made to be silent (for example, after LTD induction) by removing AMPARs (Malinow and Malenka, 2002). This important LTP mechanism seems to be exclusive of glutamatergic synapses. A similar regulation involving the insertion and clustering of postsynaptic neurotransmitter receptors following long-term training at the sensory-motor neuron synapse in Aplysia has recently been described (Li et al., 2004).
Self-perpetuating mechanisms and the molecular basis of memory persistence
As outlined above, the stability of LTF seems to result from the activation of a nuclear program and the persistence of structural changes at sensory-neuron synapses, the decay of which parallels the decay of the behavioral memory. This raises two fundamental questions in the cell biology of memory storage. First, the activation of a nuclear program suggests that long-term memory could potentially be cell-wide. On the other hand, there might be a cellular mechanism to utilize a cell-wide process in a synapse-specific way. Second, if a change in synaptic strength and structure is indeed the underlying mechanism of long-term memory storage, then the experience-dependent molecular changes at the synapse must also be maintained for the duration of the memory. Since biological molecules have a relatively short half-life (hours to days) compared to the duration of memory (days, weeks, even years), how is the altered molecular composition of a synapse maintained for such a long time? What is the nature of the enduring molecular changes that underlie long-term memory storage?
One possible answer to these elusive questions is that some type of self-sustained alteration at the synaptic level is required to confer stability to memory storage. Several molecular mechanisms have been proposed as candidates for this process. We will discuss here one recent model to account for the stable maintenance and persistence of LTF in Aplysia.
Prion-like proteins represent auto-replicative structures that may serve as a persistent form of information (Tompa and Friedrich, 1998). Kandel and Si have recently proposed a model based on the prion-like properties of Aplysia neuronal cytoplasmic polyadenylation element binding protein (CPEB) (Si et al., 2003a). Neuronal CPEB can activate the translation of dormant mRNAs through the elongation of their poly-A tail. Aplysia CPEB has two conformational states: one is inactive or acts as a repressor; the other is active. In a naive synapse, the basal level of CPEB expression is low, and its state is inactive or repressive. According to the model of Si et al., serotonin induces an increase in the amount of neuronal CPEB and, if a given threshold is reached, causes the conversion to the prion-like state, which is more active and lacks the inhibitory function of the basal state (Si et al., 2003b). Once the prion state is established at an activated synapse, dormant mRNAs, made in the cell body and distributed cell-wide, would be translated only at the activated synapses. Because the activated CPEB can be self-perpetuating, it could contribute to a self-sustaining, synapse-specific long-term molecular change and provide a mechanism for the stabilization of learning-related synaptic growth and the persistence of memory storage.
A structurally similar neuronal isoform of CPEB, CPEB-3, has been found in mouse hippocampal neurons, and is induced by the neurotransmitter dopamine. This raises the possibility that dopamine-dependent regulation of mouse CPEB-3, similar to serotonin-mediated regulation of CPEB activity in Aplysia, acts as a synaptic mark that triggers the molecular switch for memory stabilization at mammalian synapses (Theis et al., 2003).
An Overall View
Two general types of storage mechanisms have been described for both implicit and explicit processes. Short-term memory, lasting minutes to hours, involves an alteration in the effectiveness of pre-existing synaptic connections as a result of the covalent modification of pre-existing proteins. By contrast, long-term memory, lasting days, weeks or years, is associated with the growth of new synaptic connections initiated by a program of cAMP-inducible gene expression and the synthesis of new proteins.
These findings raise two questions central to an understanding of the relationship between the mechanisms that underlie the storage of short- and long-term memory: (1) How are the covalent modifications of pre-existing proteins and the alterations of the strength of pre-existing connections during short-term memory transformed into the growth of new functional synaptic connections and memory persistence during the long-term form? (2) What are the relative contributions of the presynaptic and postsynaptic neuron in this conversion?
As we have discussed above, long-lasting forms of learning-related synaptic plasticity are often associated with changes in both the number and structure of synapses (Bailey and Kandel, 1993; Lamprecht and LeDoux, 2004). Some of the best evidence for changes in synapse number has come from studies of long-term (days to weeks) plasticity in Aplysia, where long-term sensitization in vivo and LTF in vitro are both accompanied by increases in the number of presynaptic sensory-neuron varicosities (Bailey and Chen, 1988b; Glanzman et al., 1990). The persistence of the learning-induced growth of new synaptic connections in Aplysia parallels both the behavioral duration of the memory in vivo and the enhancement of synaptic strength in vitro. In sensory-motor neuron co-cultures, the synaptic growth requires new macromolecular synthesis and is associated with a cellular program of gene expression, the modulation of NCAM-related cell adhesion molecules, and the reorganization of the presynaptic actin network. The late (hours) protein-synthesis-dependent phase of hippocampal LTP is also accompanied by increases in both postsynaptic (Toni et al., 1999) and presynaptic (Bozdagi et al., 2000) structures, consistent with an increase in synapse number.
By contrast, short-term (up to about 1 h) plasticity and the early phases of long-term plasticity in Aplysia and hippocampus have been thought to involve a completely different type of mechanism--covalent modification of existing proteins in either presynaptic (Aplysia) or postsynaptic (hippocampus) structures (Kandel, 2001; Malinow and Malenka, 2002). However, the discovery of intermediate (2-3 h) forms of plasticity that involve elements of the short-term and long-term mechanisms in both Aplysia (Ghirardi et al., 1995) and hippocampus (Winder et al., 1998) called this dichotomy into question, and in recent years it has been challenged by two additional types of evidence. First, at least under some conditions, pre- as well as postsynaptic mechanisms have been found to contribute to early-phase LTP in hippocampus (Arancio et al., 1995, 1996, 2001; Ninan and Arancio, 2004; Malgaroli et al., 1995; Ryan et al., 1996; Zakharenko et al., 2003; Lu and Hawkins, 2006) and to a variety of types of short-term plasticity in Aplysia including homosynaptic potentiation (Bao et al., 1997; Jin and Hawkins, 2003), heterosynaptic facilitation by 5-HT (Jin et al., 2004; Li et al., 2005), activity-dependent facilitation (Bao et al., 1998), and the synaptic plasticity during behavioral conditioning (Antonov et al., 2003, 2004). In many cases, inhibitors injected into the pre- and postsynaptic neurons have more than additive effects (Bao et al., 1997, 1998; Jin and Hawkins, 2003; Antonov et al., 2003; Lu and Hawkins, 2006), suggesting that the pre- and postsynaptic mechanisms are not independent but rather act synergistically. Furthermore, in some cases, postsynaptic inhibitors have been shown to affect presynaptic properties, suggesting transynaptic signaling (Antonov et al., 2003).
Second, imaging studies have shown that even the earliest phases of hippocampal LTP are accompanied by pre- and postsynaptic structural alterations. Tens of minutes after the induction of LTP, there is an outgrowth of new pre- and postsynaptic processes (Maletic-Savatic et al., 1999; Engert and Bonhoeffer, 1999; Nikonenko et al., 2003); even earlier (minutes), there are increases in spine size (Matsuzaki et al., 2004), clusters of postsynaptic glutamate receptors (Malinow and Malenka, 2002), and clusters of presynaptic vesicle-associated proteins and sites where the pre- and postsynaptic clusters colocalize (Antonova et al., 2001). Moreover, the presynaptic alterations appear to depend on retrograde signaling from the postsynaptic cells (Nikonenko et al., 2003; Wang et al., 2005).
Similar to clustering of synaptic proteins during LTP, intermediate-term facilitation in Aplysia is accompanied by filling of pre-existing empty presynaptic varicosities with synaptic vesicles (Kim et al., 2003). Kim and colleagues employed a reduced 5-HT protocol that selectively induced facilitation in the intermediate-term time domain without inducing long-term facilitation (Ghirardi et al., 1995). They found that isolated intermediate-term facilitation was accompanied by the redistribution and clustering of synaptic vesicle proteins into empty sensory-neuron varicosities at 0.5 h and 3 h; this effect was similar to what occurred when intermediate- and long-term facilitation were recruited together by the long-term protocol. However, the presynaptic structural changes induced by the reduced 5-HT protocol differed from those induced by long-term training in at least two ways. First, there was no growth of new sensory neuron varicosities in the isolated intermediate phase. Second, unlike the filling of pre-existing empty varicosities during the intermediate-term phase induced by the long-term protocol, the newly filled varicosities did not persist for 24 h and were unaffected by inhibitors of protein synthesis, suggesting that the structural remodeling induced by the reduced 5-HT protocol involved only a simple rearrangement of pre-existing synaptic components. This may reflect a fundamental difference in the molecular mechanisms recruited by the two 5-HT protocols. Although both protocols induce intermediate-term facilitation, the long-term protocol may activate additional molecular events (including the machinery for translational activation) required to set up the long-term phase, perhaps by stabilizing the intermediate phase. In preliminary studies, Li et al. (2004) found that the long-term protocol also induced clustering of postsynaptic proteins, including the Aplysia homologs of NMDA and AMPA receptors, within 12 hours. It is not yet known whether intermediate-term facilitation is accompanied by similar postsynaptic changes.
Jin et al. (2003) have begun to explore whether there are microstructural changes during even earlier phases of learning-related synaptic plasticity in Aplysia, using imaging of GFP fusion proteins in living neurons. They found that homosynaptic potentiation induced by moderate tetanic stimulation of the presynaptic neuron in isolated cell culture is accompanied by rapid (less than 10 min) aggregation of the vesicle-associated protein synaptophysin into new clusters, or puncta, as occurs during the early phase of LTP in hippocampal neurons and in 5-HT-induced intermediate-term facilitation in Aplysia.
Combined, these results suggest that even the early phases of learning-related synaptic plasticity can involve rapid and coordinated pre- and postsynaptic microstructural alterations that may lead to the (eventual) formation of new functional synapses, as occurs during synaptic development (Cohen-Cory, 2002). This hypothesis is consistent with the current view of intercellular communication that incorporates the biology of nerve cells and, specifically, signaling in the nervous system, into the broader field of cell biology. Whereas, until about two decades ago, chemical synapses were thought to convey information in only one direction--from the presynaptic to the postsynaptic neuron--it is now clear that synaptic transmission is a bidirectional and self-modifiable form of cell-cell communication (Jessell and Kandel, 1993). The bidirectional nature of signaling across synapses has been demonstrated by biophysical studies of synaptic transmission and by the assembly of synapses both during development and, as we have outlined here, during learning-related plasticity of synapses in the mature brain. This emerging view of the relative contributions of the pre- and postsynaptic neuron and their reciprocal signaling interactions during learning-related synaptic plasticity is likely to supplement (rather than replace) the more established hypothesis that early-phase plasticity involves either pre- or postsynaptic covalent modifications. In some ways, this new appreciation represents a paradigm shift in our thinking about the cellular and molecular bases of learning and memory because it suggests that aspects of the pre- and postsynaptic mechanisms that underlie both early- and late-phase plasticity may not be fundamentally different and independent. Rather, these mechanisms appear to have certain features in common that may contribute to the transition between short-term and long-term memory storage.
Research in this review was supported in part by the Howard Hughes Medical Institute (to E.R.K.), National Institutes of Health grants MH37134 (to C.H.B.) and MH26212 (to R.D.H.), and the Kavli Institute for Brain Sciences.
Aakalu, G., W. B. Smith, N. Nguyen, C. Jiang, and E. M. Schuman. 2001. Dynamic visualization of local protein synthesis in hippocampal neurons. Neuron 30: 489-502.
Abel, T., K. C. Martin, D. Bartsch, and E. R. Kandel. 1998. Memory suppressor genes: inhibitory constraints on the storage of long-term memory. Science 279: 338-341.
Abrams, T. W., Y. Yovell, C. U. Onyike, J. E. Cohen, and H. E. Jarrard. 1998. Analysis of sequence-dependent interactions between calcium and transmitter stimuli in activating adenylyl cyclase in Aplysia: possible contributions to CS-US sequence requirement during conditioning. Learn. Mem. 4: 496-509.
Albensi, B. C., and M. P. Mattson. 2000. Evidence for the involvement of TNF and NF-kappaB in hippocampal synaptic plasticity. Synapse 35: 151-159.
Alberini, C. M., M. Ghirardi, R. Metz, and E. R. Kandel. 1994. C/EBP is an immediate-early gene required for the consolidation of long-term facilitation in Aplysia. Cell 76: 1099-1114.
Antonov, I., E. R. Kandel, and R. D. Hawkins. 1999. The contribution of facilitation of monosynaptic PSPs to dishabituation and sensitization of the Aplysia siphon withdrawal reflex. J. Neurosci. 19: 10438-10450.
Antonov, I., I. Antonova, E. R. Kandel, and R. D. Hawkins. 2001. The contribution of activity-dependent synaptic plasticity to classical conditioning in Aplysia. J. Neurosci. 21: 6413-6422.
Antonov, I., I. Antonova, E. R. Kandel, and R. D. Hawkins. 2003. Activity-dependent presynaptic facilitation and Hebbian LTP are both required and interact during classical conditioning in Aplysia. Neuron 37: 135-147.
Antonov, I., E. R. Kandel, and R. D. Hawkins. 2004. Tests of pre- and postsynaptic mechanisms contributing to simple forms of learning in Aplysia. Soc. Neurosci. Abstr. 778.17 [Online].
Antonov, I., E. R. Kandel, and R. D. Hawkins. 2005. Roles of PKA, PKC, and CamKII in dishabituation and sensitization of the Aplysia siphon-withdrawal reflex. Soc. Neurosci. Abstr. 540.6 [Online].
Antonov, I., E. R. Kandel, and R. D. Hawkins. 2006. Pre- and postsynaptic roles of PKA, C[A.sup.2+], and CamKII in sensitization of the Aplysia siphon-withdrawal reflex. Soc. Neurosci. Abstr. Forthcoming [Online].
Antonova, I., O. Arancio, A.-C. Trillat, H.-G. Wang, L. Zablow, H. Udo, E. R. Kandel, and R. D. Hawkins. 2001. Rapid increase in clusters of presynaptic proteins at onset of long-lasting potentiation. Science 294: 1547-1550.
Arancio, O., E. R. Kandel, and R. D. Hawkins. 1995. Activity-dependent long-term enhancement of transmitter release by presynaptic 3', 5'-cyclic cGMP in cultured hippocampal neurons. Nature 376: 74-80.
Arancio, O., M. Kiebler, C. J. Lee, V. Lev-Ram, R. Y. Tsien, E. R. Kandel, and R. D. Hawkins. 1996. Nitric oxide acts directly in the presynaptic neuron to produce long-term potentiation in cultured hippocampal neurons. Cell 87: 1025-1035.
Arancio, O., I. Antonova, S. Gambaryan, S. M. Lohmann, J. S. Wood, D. S. Lawrence, and R. D. Hawkins. 2001. Presynaptic role of cGMP-dependent protein kinase during long-lasting potentiation. J. Neurosci. 21: 143-149.
Bacskai, B. J., B. Hochner, M. Mahaut-Smith, S. R. Adams, B. K. Kaang, E. R. Kandel, and R. Y. Tsien. 1993. Spatially resolved dynamics of cAMP and protein kinase A subunits in Aplysia sensory neurons. Science 260: 222-226.
Bailey, C. H., and M. Chen. 1983. Morphological basis of long-term habituation and sensitization in Aplysia. Science 220: 91-93.
Bailey, C. H., and M. Chen. 1988a. Long-term memory in Aplysia modulates the total number of varicosities of single identified sensory neurons. Proc. Natl. Acad. Sci. USA 85: 2373-2377.
Bailey, C. H., and M. Chen. 1988b. Long-term sensitization in Aplysia increases the number of presynaptic contacts onto the identified gill motor neuron L7. Proc. Natl. Acad. Sci. USA 85: 9356-9359.
Bailey, C. H., and M. Chen. 1989. Structural plasticity at identified synapses during long-term memory in Aplysia. J. Neurobiol. 20: 256-372.
Bailey, C. H., and E. R. Kandel. 1993. Structural changes accompanying memory storage. Annu. Rev. Physiol. 55: 397-426.
Bailey, C. H., V. F. Castellucci, J. Koester, and E. R. Kandel. 1979. Cellular studies of peripheral neurons in siphon skin of Aplysia californica. J. Neurophysiol. 42: 530-557.
Bailey, C. H., M. Chen, F. Keller, and E. R. Kandel. 1992a. Serotonin-mediated endocytosis of apCAM: an early step of learning-related synaptic growth in Aplysia. Science 256: 645-649.
Bailey, C. H., P. Montarolo, M. Chen, E. R. Kandel, and S. Schacher. 1992b. Inhibitors of protein and RNA synthesis block structural changes that accompany long-term heterosynaptic plasticity in Aplysia. Neuron 9: 749-758.
Bailey, C. H., B. K. Kaang, M. Chen, K. C. Martin, C. S. Lim, A. Casadio, and E. R. Kandel. 1997. Mutation in the phosphorylation sites of MAP kinase blocks learning-related internalization of apCAM in Aplysia sensory neurons. Neuron 18: 913-924.
Bailey, C. H., E. R. Kandel, and K. Si. 2004. The persistence of long-term memory: a molecular approach to self-sustaining changes in learning-induced synaptic growth. Neuron 44: 49-57.
Bao, J.-X., E. R. Kandel, and R. D. Hawkins. 1997. Involvement of pre- and postsynaptic mechanisms in posttetanic potentiation at Aplysia synapses. Science 275: 969-973.
Bao, J.-X., E. R. Kandel, and R. D. Hawkins. 1998. Involvement of presynaptic and postsynaptic mechanisms in a cellular analog of classical conditioning at Aplysia sensory-motor neuron synapses in isolated cell culture. J. Neurosci. 18: 458-466.
Barco, A., J. M. Alarcon, and E. R. Kandel. 2002. Expression of constitutively active CREB protein facilitates the late phase of long-term potentiation by enhancing synaptic capture. Cell 108: 689-703.
Barco, A., C. Pittenger, and E. R. Kandel. 2003. CREB, memory enhancement and the treatment of memory disorders: promises, pitfalls and prospects. Expert Opin. Ther. Targets 7: 101-114.
Bartsch, D., A. Casadio, K. A. Karl, P. Serodio, and E. R. Kandel. 1998. CREB1 encodes a nuclear activator, a repressor, and a cytoplasmic modulator that form a regulatory unit critical for long-term facilitation. Cell 95: 211-223.
Bartsch, D., M. Ghirardi, A. Casadio, M. Giustetto, K. A. Karl, H. Zhu, and E. R. Kandel. 2000. Enhancement of memory-related long-term facilitation by ApAF, a novel transcription factor that acts downstream from both CREB1 and CREB2. Cell 103: 595-608.
Bartsch, D., M. Ghirardi, P. A. Skehel, K. A. Karl, S. P. Herder, M. Chen, C. H. Bailey, and E. R. Kandel. 1995. Aplysia CREB2 represses long-term facilitation: Relief of repression converts transient facilitation into long-term functional and structural change. Cell 83: 979-992.
Bozdagi, O., W. Shan, H. Tanaka, D. L. Benson, and G. W. Huntley. 2000. Increasing numbers of synaptic puncta during late-phase LTP: N-cadherin is synthesized, recruited to synaptic sites, and required for potentiation. Neuron 28: 245-259.
Brunelli, M., V. Castellucci, and E. R. Kandel. 1976. Synaptic facilitation and behavioral sensitization in Aplysia: possible role of serotonin and cyclic AMP. Science 194: 1178-1181.
Byers, D., R. L. Davis, and J. A. Kiger, Jr. 1981. Defect in cyclic AMP phosphodiesterase due to the dunce mutation of learning in Drosophila melanogaster. Nature 289: 79-81.
Byrne, J. 1987. Cellular analysis of associative learning. Physiol. Rev. 6: 329-439.
Byrne, J. H., and E. R. Kandel. 1996. Presynaptic facilitation revisited: state and time dependence. J. Neurosci. 16: 425-435.
Byrne, J. H., V. Castellucci, and E. R. Kandel. 1974. Receptive fields and response properties of mechanoreceptor neurons innervating skin and mantle shelf of Aplysia. J. Neurophysiol. 37: 1041-1064.
Cammalleri, M., R. Lutjens, F. Berton, A. R. King, C. Simpson, W. Francesconi, and P. P. Sanna. 2003. Time-restricted role for dendritic activation of the mTOR-p70S6K pathway in the induction of late-phase long-term potentiation in the CA1. Proc. Natl. Acad. Sci. USA 100: 14368-14373.
Carew, T. J., and C. L. Sahley. 1986. Invertebrate learning and memory: from behavior to molecules. Annu. Rev. Neurosci. 9: 435-487.
Carew, T. J., V. F. Castellucci, and E. R. Kandel. 1971. An analysis of dishabituation and sensitization of the gill-withdrawal reflex in Aplysia. Int. J. Neurosci. 2: 79-98.
Carew, T. J., E. T. Walters, and E. R. Kandel. 1981. Classical conditioning in a simple withdrawal reflex in Aplysia californica. J. Neurosci. 1: 1426-1437.
Carew, T. J., R. D. Hawkins, and E. R. Kandel. 1983. Differential classical conditioning of a defensive withdrawal reflex in Aplysia californica. Science 219: 397-400.
Carew, T. J., R. D. Hawkins, T. W. Abrams, and E. R. Kandel. 1984. A test of Hebb's postulate at identified synapses which mediate classical conditioning in Aplysia. J. Neurosci. 4: 1217-1224.
Casadio, A., K. C. Martin, M. Giustetto, H. Zhu, M. Chen, D. Bartsch, C. H. Bailey, and E. R. Kandel. 1999. A transient, neuron-wide form of CREB-mediated long-term facilitation can be stabilized at specific synapses by local protein synthesis. Cell 99: 221-237.
Castellucci, V., H. Pinsker, I. Kupfermann, and E. R. Kandel. 1970. Neuronal mechanisms of habituation and dishabituation of the gill-withdrawal reflex in Aplysia. Science 167: 1745-1748.
Castellucci, V. F., W. N. Frost, P. Goelet, P. G. Montarolo, S. Schacher, J. A. Morgan, H. Blumenfeld, and E. R. Kandel. 1986. Cell and molecular analysis of long-term sensitization in Aplysia. J. Physiol. 81: 349-357.
Chitwood, R. A., Q. Li, and D. L. Glanzman. 2001. Serotonin facilitates AMPA-type responses in isolated siphon motor neurons of Aplysia in culture. J. Physiol. 534: 501-510.
Clark, G. A., R. D. Hawkins, and E. R. Kandel. 1994. Activity-dependent enhancement of presynaptic facilitation provides a cellular mechanism for the temporal specificity of classical conditioning in Aplysia. Learn. Mem. 1: 243-257.
Cohen-Cory, S. 2002. The developing synapse: construction and modulation of synaptic structures and circuits. Science 298: 770-776.
Colwill, R. M., R. A. Absher, and M. L. Roberts. 1988a. Context US learning in Aplysia californica. J. Neurosci. 8: 4434-4439.
Colwill, R. M., R. A. Absher, and M. L. Roberts. 1988b. Conditional discrimination learning in Aplysia californica. J. Neurosci. 8: 4440-4444.
Conrad, P., F. Wu, and S. Schacher. 1999. Changes in functional glutamate receptors on a postsynaptic neuron accompany formation and maturation of an identified synapse. J. Neurobiol. 39: 237-248.
Dale, N., and E. R. Kandel. 1993. L-glutamate may be the fast excitatory transmitter of Aplysia sensory neurons. Proc. Natl. Acad. Sci. USA 90: 7163-7167.
Dale, N., S. Schacher, and E. R. Kandel. 1988. Long-term facilitation in Aplysia involves increase in transmitter release. Science 239: 282-285.
Dash, P. K., B. Hochner, and E. R. Kandel. 1990. Injection of the cAMP-responsive element into the nucleus of Aplysia sensory neurons blocks long-term facilitation. Nature 345: 718-721.
Dudai, Y., Y. N. Jan, D. Byers, W. G. Quinn, and S. Benzer. 1976. Dunce, a mutant of Drosophila deficient in learning. Proc. Natl. Acad. Sci. USA 73: 1684-1688.
Dudek, S. M., and R. D. Fields. 2002. Somatic action potentials are sufficient for late-phase LTP-related cell signaling. Proc. Natl. Acad. Sci. USA 99: 3962-3967.
Duerr, J. S., and W. G. Quinn. 1982. Three Drosophila mutations that block associative learning also affect habituation and sensitization. Proc. Natl. Acad. Sci. USA 79: 3646-3650.
Eliot, L. S., R. D. Hawkins, E. R. Kandel, and S. Schacher. 1994. Pairing-specific, activity-dependent presynaptic facilitation at Aplysia sensory-motor neuron synapses in isolated cell cultures. J. Neurosci. 14: 368-383.
Engert, F., and T. Bonhoeffer. 1999. Dendritic spine changes associated with hippocampal long-term synaptic plasticity. Nature 399: 66-70.
Frey, U., and R. G. Morris. 1997. Synaptic tagging and long-term potentiation. Nature 385: 533-536.
Frey, U., and R. G. Morris. 1998. Weak before strong: dissociating synaptic tagging and plasticity-factor accounts of late-LTP. Neuropharmacology 37: 545-552.
Frost, L., S.W. Kaplan, T.E. Cohen, V. Henzi, E.R. Kandel, and R.D. Hawkins. 1997. A simplified preparation for relating cellular events to behavior: contribution of LE and unidentified siphon sensory neurons to mediation and habituation of the Aplysia gill- and siphon-withdrawal reflex. J. Neurosci. 17: 2900-2913.
Frost, W. N., and E. R. Kandel. 1995. Structure of the network mediating siphon-elicited siphon withdrawal in Aplysia. J. Neurophysiol. 73: 2413-2427.
Ghirardi, M., P. G. Montarolo, and E. R. Kandel. 1995. A novel intermediate stage in the transition between short- and long-term facilitation in the sensory to motor neuron synapse of Aplysia. Neuron 14: 413-420.
Glanzman, D. L., S. L. Mackey, R. D. Hawkins, A. M. Dyke, P. E. Lloyd, and E. R. Kandel. 1989. Depletion of serotonin in the nervous system of Aplysia reduces the behavioral enhancement of gill withdrawal as well as the heterosynaptic facilitation produced by tail shock. J. Neurosci. 9: 4200-4213.
Glanzman, D. L., E. R. Kandel, and S. Schacher. 1990. Target-dependent structural changes accompanying long-term synaptic facilitation in Aplysia neurons. Science 249: 799-802.
Guan, Z., M. Giustetto, S. Lomvardas, J. H. Kim, M. C. Miniaci, J. H. Schwartz, D. Thanos, and E. R. Kandel. 2002. Integration of long-term-memory-related synaptic plasticity involves bidirectional regulation of gene expression and chromatin structure. Cell 111: 483-493.
Guan, Z., J. H. Kim, S. Lomvardas, K. Holick, S. Xu, E. R. Kandel, and J. H. Schwartz. 2003. p38 MAP kinase mediates both short-term and long-term synaptic depression in Aplysia. J. Neurosci. 23: 7317-7325.
Han, J. H., C. S. Lim, Y. S. Lee, E. R. Kandel, and B. K. Kaang. 2004. Role of Aplysia cell adhesion molecules during 5-HT-induced long-term functional and structural changes. Learn. Mem. 11: 421-435.
Hatada, Y., F. Wu, Z.-Y. Sun, S. Schacher, and D. J. Goldberg. 2000. Presynaptic morphological changes associated with long-term synaptic facilitation are triggered by actin polymerization at preexisting varicosities. J. Neurosci. 20: RC82.
Hawkins, R. D., and S. Schacher. 1989. Identified facilitator neurons L29 and L28 are excited by cutaneous stimuli used in dishabituation, sensitization, and classical conditioning of Aplysia. J. Neurosci. 9: 4236-4245.
Hawkins, R. D., T. W. Abrams, T. J. Carew, and E. R. Kandel. 1983. A cellular mechanism of classical conditioning in Aplysia: activity-dependent amplification of presynaptic facilitation. Science 219: 400-415.
Hawkins, R. D., T. J. Carew, and E. R. Kandel. 1986. Effects of interstimulus interval and contingency on classical conditioning of the Aplysia siphon withdrawal reflex. J. Neurosci. 6: 1695-1701.
Hawkins, R.D., N. Lalevic, G.A. Clark, and E.R. Kandel. 1989. Classical conditioning of the Aplysia siphon-withdrawal reflex exhibits response specificity. Proc. Natl. Acad. Sci. USA 86: 7620-7624.
Hawkins, R. D., E. R. Kandel, and S. A. Siegelbaum. 1993. Learning to modulate transmitter release: themes and variations in synaptic plasticity. Annu. Rev. Neurosci. 16: 625-665.
Hawkins, R. D., W. Greene, and E. R. Kandel. 1998. Classical conditioning, differential conditioning, and second-order conditioning of the Aplysia gill-withdrawal reflex in a simplified mantle organ preparation. Behav. Neurosci. 112: 636-645.
Hawkins, R. D., T. E. Cohen, and E. R. Kandel. 2006. Dishabituation in Aplysia can involve either reversal of habituation or superimposed sensitization. Learn. Mem. (In press). doi: 10.1101/lm.49706 [Published online 16 May 2006].
Hegde, A. N., K. Inokuchi, W. Pei, A. Casadio, M. Ghirardi, D. G. Chain, K. C. Martin, E. R. Kandel, and J. H. Schwartz. 1997. Ubiquitin C-terminal hydrolase is an immediate-early gene essential for long-term facilitation in Aplysia. Cell 89: 115-126.
Hsieh, J., and F. H. Gage. 2005. Chromatin remodeling in neural development and plasticity. Curr. Opin. Cell Biol. 17: 664-671.
Huang, Y. S., M. Y. Jung, M. Sarkissian, and J. D. Richter. 2002. N-methy1-D-aspartate receptor signaling results in Aurora kinase-catalyzed CPEB phosphorylation and alpha CaMKII mRNA polyadenylation at synapses. EMBO. J. 21: 2139-2148.
Izquierdo, I., and M. Cammarota. 2004. Zif and the survival of memory. Science 304: 829-830.
Jessell, T. M., and E. R. Kandel. 1993. Synaptic transmission: a bidirectional and self-modifiable form of cell-cell communication. Cell 72/Neuron 10 (Suppl.): 1-30.
Jin, I., and R. D. Hawkins. 2003. Presynaptic and postsynaptic mechanisms of a novel form of homosynaptic potentiation at Aplysia sensory-motor neuron synapses. J. Neurosci. 23: 7288-7297.
Jin, I., H. Udo, E. R. Kandel, and R. D. Hawkins. 2003. Rapid increase in synaptophysin puncta at onset of homosynaptic potentiation in Aplysia. Soc. Neurosci. Abstr. 291.22 [Online].
Jin, I., E. R. Kandel, and R. D. Hawkins. 2004. Pre- and postsynaptic mechanisms of facilitation at Aplysia sensory-motor synapses: time and state dependence revisited. Soc. Neurosci. Abstr. 515.4 [Online].
Jin, I., E. R. Kandel, and R. D. Hawkins. 2005. The roles of PKA, PKC, and CamKII in facilitation at Aplysia sensory-motor neuron synapses depend on the duration of exposure to 5HT. Soc. Neurosci. Abstr. 540.5 [Online].
Kandel, E. R. 2001. The molecular biology of memory storage: a dialogue between genes and synapses. Science 294: 1030-1038.
Kandel, E. R., T. Abrams, L. Bernier, T. J. Carew, R. D. Hawkins, and J. H. Schwartz. 1983. Classical conditioning and sensitization share aspects of the same molecular cascade in Aplysia. Cold Spring Harbor Symp. Quant. Biol. 48: 821-830.
Kim, J. H., H. Udo, H. L. Li, T. Y. Youn, M. Chen, E. R. Kandel, and C. H. Bailey. 2003. Presynaptic activation of silent synapses and growth of new synapses contribute to intermediate and long-term facilitation in Aplysia. Neuron 40: 151-165.
Klein, M., J. Camardo, and E. R. Kandel. 1982. Serotonin modulates a specific potassium current in the sensory neurons that show presynaptic facilitation in Aplysia. Proc. Natl. Acad. Sci. USA 79: 5713-5717.
Lamprecht, R., and J. LeDoux. 2004. Structural plasticity and memory. Nat. Rev. Neurosci. 5: 45-54.
Levenson, J. M., and J. D. Sweatt. 2005. Epigenetic mechanisms in memory formation. Nat. Rev. Neurosci. 6: 108-118 [Online].
Li, H., B. S. H. Huang, and E. R. Kandel. 2004. Innervation-dependent clustering of glutamate receptors during regeneration and plasticity-associated synaptogenesis in Aplysia. Soc. Neurosci. Abstr. 614.18 [Online].
Li, Q., A. C. Roberts, and D. L. Glanzman. 2005. Synaptic facilitation and behavioral dishabituation in Aplysia: dependence on release of [Ca.sup.2+] from postsynaptic intracellular stores, postsynaptic exocytosis, and modulation of postsynaptic AMPA receptor efficacy. J. Neurosci. 25: 5623-5637.
Lin, X. Y., and D. L. Glanzman. 1994a. Hebbian induction of long-term potentiation of Aplysia sensorimotor synapses: partial requirement for activation of a NMDA-related receptor. Proc. R. Soc. Lond. B 255: 215-221.
Lin, X. Y., and D. L. Glanzman. 1994b. Long-term potentiation of Aplysia sensorimotor synapses in cell culture: regulation by postsynaptic voltage. Proc. R. Soc. Lond. B 255: 113-118.
Lonze, B. E., and D. D. Ginty. 2002. Function and regulation of CREB family transcription factors in the nervous system. Neuron 35: 605-623.
Lu, F.-M., and R. D. Hawkins. 2006. Presynaptic and postsynaptic [Ca.sup.2+] and CamKII contribute to LTP at synapses between individual CA3 neurons. Proc. Natl. Acad. Sci. USA 103: 4264-4269.
Mackey, S. L., E. R. Kandel, and R. D. Hawkins. 1989. Identified serotonergic neurons LCB1 and RCB1 in the cerebral ganglia of Aplysia produce presynaptic facilitation of siphon sensory neurons. J. Neurosci. 9: 4227-4235.
Maletic-Savatic, M., R. Malinow, and K. Svoboda. 1999. Rapid dendritic morphogenesis in CA1 hippocampal dendrites induced by synaptic activity. Science 283: 1923-1927.
Malgaroli, A., A. E. Ting, B. Wendland, A. Bergamaschi, A. Villa, R. W. Tsien, and R.H. Scheller. 1995. Presynaptic component of long-term potentiation visualized at individual hippocampal synapses. Science 268: 1624-1628.
Malinow, R., and R. C. Malenka. 2002. AMPA receptor trafficking and synaptic plasticity. Annu. Rev. Neurosci. 25: 103-126.
Malinow, R., Z. F. Mainen, and Y. Hayashi. 2000. LTP mechanisms: from silence to four-lane traffic. Curr. Opin. Neurobiol. 10: 352-357.
Marcus, E. A., T. G. Nolen, C. H. Rankin, and T. J. Carew. 1988. Behavioral dissociation of dishabituation, sensitization, and inhibition in Aplysia. Science 241: 210-213.
Marinesco, S., and T. J. Carew. 2002. Serotonin release evoked by tail nerve stimulation in the CNS of Aplysia: characterization and relationship to heterosynaptic plasticity. J. Neurosci. 22: 2299-2312.
Martin, K. C., D. Michael, J. C. Rose, M. Barad, A. Casadio, H. Zhu, and E. R. Kandel. 1997a. MAP kinase translocates into the nucleus of the presynaptic cell and is required for long-term facilitation in Aplysia. Neuron 18: 899-912.
Martin, K. C., A. Casadio, H. Zhu, E. Yaping, J. C. Rose, M. Chen, C. H. Bailey, and E. R. Kandel. 1997b. Synapse-specific, long-term facilitation of Aplysia sensory to motor synapses: a function for local protein synthesis in memory storage. Cell 91: 927-938.
Martin, S. J., P. D. Grimwood, and R. G. Morris. 2000. Synaptic plasticity and memory: an evaluation of the hypothesis. Annu. Rev. Neurosci. 23: 649-711.
Matsuzaki, M., N. Honkura, G. C. R. Ellis-Davies, and H. Kasai. 2004. Structural basis of long-term potentiation in single dendritic spines. Nature 429: 761-766.
Mauelshagen, J., G. R. Parker, and T. J. Carew. 1996. Dynamics of induction and expression of longterm synaptic facilitation in Aplysia. J. Neurosci. 16: 7099-7108.
Mayford, M., A. Barzilai, F. Keller, S. Schacher, and E. R. Kandel. 1992. Modulation of an NCAM-related adhesion molecule with long-term synaptic plasticity in Aplysia. Science 256: 638-644.
Miesenbock, G., D. A. De Angelis, and J. E. Rothman. 1998. Visualizing secretion and synaptic transmission with pH-sensitive green fluorescent proteins. Nature 394: 192-195.
Milner, B. 1985. Memory and the human brain. Pp. 1864-1869 in How We Know, M. Shafto, ed. Harper and Rowe, San Francisco.
Montarolo, P. G., P. Goelet, V. F. Castellucci, J. Morgan, E. R. Kandel, and S. Schacher. 1986. A critical period for macromolecular synthesis in long-term heterosynaptic facilitation in Aplysia. Science 234: 1249-1254.
Murphy, G. G., and D. L. Glanzman. 1996. Enhancement of sensorimotor connections by conditioning-related stimulation in Aplysia depends on postsynaptic [Ca.sup.2+]. Proc. Natl. Acad. Sci. USA 93: 9931-9936.
Murphy, G. G., and D. L. Glanzman. 1997. Mediation of classical conditioning in Aplysia californica by long-term potentiation of sensorimotor synapses. Science 278: 467-471.
Murphy, G. G., and D. L. Glanzman. 1999. Cellular analog of differential classical conditioning in Aplysia: disruption by the NMDA receptor antagonist DL-2-amino-5-phosphono-valerate. J. Neurosci. 19: 10595-10602.
Nakanishi, K., F. Zhang, D. A. Baxter, A. Eskin, and J. H. Byrne. 1997. Role of calcium-calmodulin-dependent protein kinase II in modulation of sensorimotor synapses in Aplysia. J. Neurophysiol. 78: 409-416.
Nikonenko, I., P. Jourdain, and D. Muller. 2003). Presynaptic remodeling contributes to activity-dependent synaptogenesis. J. Neurosci. 24: 8498-8505.
Ninan, I., and O. Arancio. 2004. Presynaptic CamkII is necessary for synaptic plasticity in cultured hippocampal neurons. Neuron 42: 129-141.
Ocorr, K. A., E. T. Walters, and J. H. Byrne. 1985. Associative conditioning analog selectively increases cAMP levels of tail sensory neurons in Aplysia. Proc. Natl. Acad. Sci. USA 82: 2548-2552.
Perazzona, B., G. Isabel, T. Preat, and R. L. Davis. 2004. The role of cAMP response element-binding protein in Drosophila long-term memory. J. Neurosci. 24: 8823-8828.
Perlman, A. J. 1979. Central and peripheral control of siphon-withdrawal reflex in Aplysia californica. J. Neurophysiol. 42: 510-529.
Pinsker, H., I. Kupfermann, V. Castellucci, and E. R. Kandel. 1970. Habituation and dishabituation of the gill-withdrawal reflex in Aplysia. Science 167: 1740-1742.
Polster, M. R., L. Nadel, and D. L. Schachter. 1991. Cognitive neuroscience: an analysis of memory: a historical perspective. J. Cogn. Neurosci. 3: 95-116.
Purcell, A. L., S. K. Sharma, M. W. Bagnall, M. A. Sutton, and T. J. Carew. 2003. Activation of a tyrosine kinase-MAPK cascade enhances the induction of long-term synaptic facilitation and long-term memory in Aplysia. Neuron 37: 473-484.
Ramanan, N., Y. Shen, S. Sarsfield, T. Lemberger, G. Schutz, D. J. Linden, and D. D. Ginty. 2005. SRF mediates activity-induced gene expression and synaptic plasticity but not neuronal viability. Nat. Neurosci. 8: 759-767.
Roberts, A. C., and D. L. Glanzman. 2003. Learning in Aplysia: looking at synaptic plasticity from both sides. Trends Neurosci. 26: 662-670.
Ryan, T. A., N. E. Ziv, and S. J. Smith. 1996. Potentiation of evoked vesicle turnover at individually resolved synaptic boutons. Neuron 17: 125-134.
Schacher, S., F. Wu, and Z.-Y. Sun. 1997. Pathway-specific synaptic plasticity: activity-dependent enhancement and suppression of longterm heterosynaptic facilitation at converging inputs on a single target. J. Neurosci. 17: 597-606.
Sharma, S. K., M. W. Bagnall, M. A. Sutton, and T. J. Carew. 2003a. Inhibition of calcineurin facilitates the induction of memory for sensitization in Aplysia: requirement of mitogen-activated protein kinase. Proc. Natl. Acad. Sci. USA 100: 4861-4866.
Sharma, S. K., C. M. Sherff, J. Shobe, M. W. Bagnall, M. A. Sutton, and T. J. Carew. 2003b. Differential role of mitogen-activated protein kinase in three distinct phases of memory for sensitization in Aplysia. J. Neurosci. 23: 3899-3907.
Si, K., S. Lindquist, and E. R. Kandel. 2003a. A neuronal isoform of the Aplysia CPEB has prion-like properties. Cell 115: 879-891.
Si, K. M. Giustetto, A. Etkin, R. Hsu, A. M. Janisiewicz, M. C. Miniaci, J. H. Kim, H. Zhu, and E. R. Kandel. 2003b. A neuronal isoform of CPEB regulates local protein synthesis and stabilizes synapse-specific long-term facilitation in Aplysia. Cell 115: 893-904.
Squire, L. R., and S. Zola-Morgan. 1991. The medial temporal lobe memory system. Science 253: 1380-1386.
Steward, O., and E. M. Schuman. 2001. Protein synthesis at synaptic sites on dendrites. Annu. Rev. Neurosci. 24: 299-325.
Steward, O., and E. M. Schuman. 2003. Compartmentalized synthesis and degradation of proteins in neurons. Neuron 40: 347-359.
Sutton, M. A., and T. J. Carew. 2000. Parallel molecular pathways mediate expression of distinct forms of intermediate-term facilitation at tail sensory-motor synapses in Aplysia. Neuron 26: 219-231.
Sutton, M. A., and E. M. Schuman. 2005. Local translational control in dendrites and its role in long-term synaptic plasticity. J. Neurobiol. 64: 116-131.
Sutton, M. A., S. E. Masters, M. W. Bagnall, and T. J. Carew. 2001. Molecular mechanisms underlying a unique intermediate phase of memory in Aplysia. Neuron 31: 143-154.
Theis, M., K. Si, and E. R. Kandel. 2003. Two previously undescribed members of the mouse CPEB family of genes and their inducible expression in the principal cell layers of the hippocampus. Proc. Natl. Acad. Sci. USA 100: 9602-9607.
Thompson, K. R., K. O. Otis, D. Y. Chen, Y. Zhao, T. J. O'Dell, and K. C. Martin. 2004. Synapse to nucleus signaling during long-term synaptic plasticity: a role for the classical active nuclear import pathway. Neuron 44: 997-1009.
Tischmeyer, W., and R. Grimm. 1999. Activation of immediate early genes and memory formation. Cell. Mol. Life Sci. 55: 564-574.
Tompa, P., and P. Friedrich. 1998. Prion proteins as memory molecules: an hypothesis. Neuroscience 86: 1037-1043.
Toni, N., P. A. Buchs, I. Nikonenko, C. R. Bron, and D. Muller. 1999. LTP promotes formation of multiple spine synapses between a single axon terminal and a dendrite. Nature 402: 421-425.
Trudeau, L. E., and V. F. Castellucci. 1993. Excitatory amino acid neurotransmission of sensory-motor and interneuronal synapses of Aplysia californica. J. Neurophysiol. 70: 1221-1230.
Udo, H., I. Jin, J. H. Kim, H. L. Li, T. Youn, R. D. Hawkins, E. R. Kandel, and C. H. Bailey. 2005. Serotonin-induced regulation of the actin network for learning-related synaptic growth requires Cdc42, N-WASP, and PAK in Aplysia sensory neurons. Neuron 45: 887-901.
Waddell, S., and W. G. Quinn. 2001. Flies, genes, and learning. Annu. Rev. Neurosci. 24: 1283-1309.
Walters, E. T. 1989. Transformation of siphon responses during conditioning of Aplysia suggests a model of primitive stimulus-response association. Proc. Natl. Acad. Sci. USA 86: 7616-7619.
Walters, E. T., and J. H. Byrne. 1983. Associative conditioning of single sensory neurons suggests a cellular mechanism for learning. Science 219: 405-408.
Wang, H.-G., F.-M. Lu, I. Jin, H. Udo, E. R. Kandel, J. de Vente, U. Walter, S. M. Lohmann, R. D. Hawkins, and I. Antonova. 2005. Presynaptic and postsynaptic roles of NO, cGK, and RhoA in long-lasting potentiation and aggregation of synaptic proteins. Neuron 45: 389-403.
Winder, D. G., I. M. Mansuy, M. Osman, T. M. Moallem, and E. R. Kandel. 1998. Genetic and pharmacological evidence for a novel, intermediate phase of long-term potentiation suppressed by calcineurin. Cell 92: 25-37.
Yin, J. C., J. S. Wallach, M. Del Vecchio, E. L. Wilder, H. Zhou, W. G. Quinn, and T. Tully. 1994. Induction of a dominant negative CREB transgene specifically blocks long-term memory in Drosophila. Cell 79: 49-58.
Yin, J. C., M. Del Vecchio, H. Zhou, and T. Tully. 1995. CREB as a memory modulator: induced expression of a dCREB2 activator isoform enhances long-term memory in Drosophila. Cell 81: 107-115.
Zakharenko, S. S., S. L. Patterson, I. Dragatsis, S. O. Zeitlin, S. A. Siegelbaum, E.R. Kandel, and A. Morozov. 2003. Presynaptic BDNF required for a presynaptic but not a postsynaptic component of LTP at hippocampal CA1-CA3 synapses. Neuron 39: 975-990.
ROBERT D. HAWKINS (1,2*), ERIC R. KANDEL (1,2,3,4), AND CRAIG H. BAILEY (1,2,4)
(1) Center for Neurobiology and Behavior, College of Physicians and Surgeons of Columbia University, (2) New York State Psychiatric Institute, (3) Howard Hughes Medical Institute, and (4) Kavli Institute for Brain Sciences, 1051 Riverside Drive, New York, NY 10032
Received 28 March 2006; accepted 20 April 2006.
* To whom correspondence should be addressed. E-mail: firstname.lastname@example.org
Abbreviations: AMPA, alpha-amino-3-hydroxy-5-methyl-4-isox-azolepropionic acid; AMPAR, AMPA receptor; C/EBP, CCAAT-box-enhanced binding protein; CamKII, calcium/calmodulin-dependent protein kinase type II; CPEB, cytoplasmic polyadenylation element binding protein; CRE, cAMP-responsive element; CREB, cAMP response element binding protein; CS, conditioned stimulus; EPSP, excitatory postsynaptic potential; LTF, long-term facilitation; LTP, long-term potentiation; MAPK, mitogen-activated protein kinase; NMDA, N-methyl-D-aspartate; PKA, protein kinase A; PKC, protein kinase C; PSP, postsynaptic potential; STF, short-term facilitation.
|Printer friendly Cite/link Email Feedback|
|Author:||Hawkins, Robert D.; Kandel, Eric R.; Bailey, Craig H.|
|Publication:||The Biological Bulletin|
|Date:||Jun 1, 2006|
|Previous Article:||Biological Bulletin Virtual Symposium: marine invertebrate models of learning and memory.|
|Next Article:||Signaling to the enemy? Body pattern expression and its response to external cues during hunting in the cuttlefish Sepia officinalis (Cephalopoda).|